Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10680402

主要做了如下修改：
1. 加入了同义词词典
2. 对SQL进行后处理，如果包含排序，则将空列转化成Primary列
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10670121

修复了 mplug evaluation 使用了错误的 metrics 的问题，将部分中文处理代码独立到 utils 中，为 mplug 添加 trainer
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10612875

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10608664

the new master

Title: [to #42322933] add event tracking 

1. add event tracking for dataset downloading pv/uv
2. change datasets version: <=2.5.2
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10593016

修复ocr预处理逻辑不一致问题
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10581697

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10585502

1.修复token classification preprocessor finetune结果错误问题
2.修复word segmentation output 无用属性
3. 修复nlp preprocessor传use_fast错误
4. 修复torch model exporter bug
5. 修复文档撰写过程中发现trainer相关bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10573269

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10572842

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10572162

1. Fix bug in model exporting
2. Skip some long trainings in test level 2
3. Refine some comments
4. Fix a bug that mode is not correct when saving checkpoints
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10564716

* mglm init

* add mglm requirements

Co-authored-by: Yufeng <zhuyufeng@gmail.com>
Co-authored-by: wenmeng.zwm <wenmeng.zwm@alibaba-inc.com>

To keep consistent between training and evaluation, change the eps and momentum of BN.
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10554451

此前文生图模型没有加载configuration.json中的参数 影响默认配置
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10558026

1. 修复 bloom 和 gpt_neo 模型更新 transformers 4.23 后后处理报错的问题
2. 统一使用 ModelOutput 作为模型输出
3. gpt_neo checkpoint 已上线，修改 ut 为 level2
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10553103

1. Add : MsDataset.delete() , support delete dataset file or dir.

2. Add: upload mode,  MsDataset.upload(xx, upload_mode=UploadMode.FORCE_UPLOAD), or  MsDataset.upload(xx, upload_mode=UploadMode.APPEND_UPLOAD)
     if upload_mode = UploadMode.APPEND_UPLOAD, then skip object in case of this object exists.

3. Add: support reload sts token automatically to avoid expire. (current expiration: 24h)

4. Fix: add cookies in api.py for downloading private datasets.
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10524449

1. Add F1 score to sequence classification metric
2. Fix a bug that the evaluate method in trainer does not support a pure pytorch_model.bin
3. Fix a bug in evaluation of veco trainer 
4. Add some tips if lr_scheduler in the trainer needs a higher version torch
5. Add some comments
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10532230

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10539423

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10549680

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10525413

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10539917

    * add basic remap column wrapper

1. 将 single_gpu_test 与 multi_gpu_test 中的 model.forward 部分分离为 EpochBasedTrainer 中的 evaluation_step，为部分 evaluation 阶段不调用 forward 的模型提供更好的灵活性
2. 重构代码将文本生成模型 Model 层的输入输出统一为 Tensor，Tensor 到 str 的 decode 过程移动到 pipeline 中完成
3. pipeline 后处理添加对中文和中文标点与英文混杂时空格的处理，使 decode 后中英文混杂输出正确
4. 添加 TextGenerationTrainer 修复了部分模型 evaluation 过程 forward 输出单个 token 计算 metrics 的问题
5. 修复了 rouge 无法接收空字符串的问题
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10473768

新增ofa的finetune能力
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10540701

1. 修复GPT-3模型无法加载finetune保存的checkpoint的问题
2. 为GPT-3诗词生成模型添加 ut
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10537209

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10533214
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10533214

为新上线的 langboat/bloom-1b4-zh，damo/mplug_visual-question-answering_coco_base_zh，damo/mplug_image-captioning_coco_base_zh 三个模型添加 ut，test_level 设置为 2
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10524221

修复header_ids和header_names命名反了的问题
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10516557

添加东南亚小语种NLP支持，包括：
1. 针对泰语，越南语NER的预处理
2. 基于XLMR-CRF架构的分词模型和pipeline
3. 针对泰语分词的预处理

添加了相应pipeline的unittest
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10492404

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10526747