diff --git a/modelscope/hub/api.py b/modelscope/hub/api.py
index 7468e5e3..f2ff822d 100644
--- a/modelscope/hub/api.py
+++ b/modelscope/hub/api.py
@@ -39,8 +39,8 @@ from modelscope.utils.constant import (DEFAULT_DATASET_REVISION,
                                        DEFAULT_MODEL_REVISION,
                                        DEFAULT_REPOSITORY_REVISION,
                                        MASTER_MODEL_BRANCH, DatasetFormations,
-                                       DatasetMetaFormats, DownloadMode,
-                                       ModelFile)
+                                       DatasetMetaFormats, DownloadChannel,
+                                       DownloadMode, ModelFile)
 from modelscope.utils.logger import get_logger
 from .utils.utils import (get_endpoint, get_release_datetime,
                           model_id_to_group_owner_name)
@@ -646,6 +646,25 @@ class HubApi:
     def check_local_cookies(self, use_cookies) -> CookieJar:
         return self._check_cookie(use_cookies=use_cookies)
 
+    def dataset_download_uv(self, dataset_name: str, namespace: str):
+        if not dataset_name or not namespace:
+            raise ValueError('dataset_name or namespace cannot be empty!')
+
+        # get channel and user_name
+        channel = DownloadChannel.LOCAL.value
+        user_name = ''
+        if MODELSCOPE_ENVIRONMENT in os.environ:
+            channel = os.environ[MODELSCOPE_ENVIRONMENT]
+        if MODELSCOPE_USERNAME in os.environ:
+            user_name = os.environ[MODELSCOPE_USERNAME]
+
+        url = f'{self.endpoint}/api/v1/datasets/{namespace}/{dataset_name}/download/uv/{channel}?user={user_name}'
+        cookies = ModelScopeConfig.get_cookies()
+        r = requests.post(url, cookies=cookies, headers=self.headers)
+        resp = r.json()
+        raise_on_error(resp)
+        return resp['Message']
+
 
 class ModelScopeConfig:
     path_credential = expanduser(DEFAULT_CREDENTIALS_PATH)
diff --git a/modelscope/msdatasets/ms_dataset.py b/modelscope/msdatasets/ms_dataset.py
index 0c537df7..5c8ea59f 100644
--- a/modelscope/msdatasets/ms_dataset.py
+++ b/modelscope/msdatasets/ms_dataset.py
@@ -274,6 +274,8 @@ class MsDataset:
             try:
                 api.on_dataset_download(
                     dataset_name=download_dataset, namespace=namespace)
+                api.dataset_download_uv(
+                    dataset_name=download_dataset, namespace=namespace)
             except Exception as e:
                 logger.error(e)
 
diff --git a/modelscope/utils/constant.py b/modelscope/utils/constant.py
index 2729b75a..f0a97dbd 100644
--- a/modelscope/utils/constant.py
+++ b/modelscope/utils/constant.py
@@ -238,6 +238,14 @@ class DownloadMode(enum.Enum):
     FORCE_REDOWNLOAD = 'force_redownload'
 
 
+class DownloadChannel(enum.Enum):
+    """ Channels of datasets downloading for uv/pv counting.
+    """
+    LOCAL = 'local'
+    DSW = 'dsw'
+    EAIS = 'eais'
+
+
 class UploadMode(enum.Enum):
     """ How to upload object to remote.
     """
diff --git a/requirements/framework.txt b/requirements/framework.txt
index 17fbd8a3..a86c0cc5 100644
--- a/requirements/framework.txt
+++ b/requirements/framework.txt
@@ -1,7 +1,7 @@
 addict
 attrs
-# version beyond 2.6.0 introduces compatbility issue and is being resolved
-datasets<=2.6.0
+# version beyond 2.5.2 introduces compatbility issue and is being resolved
+datasets<=2.5.2
 easydict
 einops
 filelock>=3.3.0
diff --git a/tests/msdatasets/test_dataset_upload.py b/tests/msdatasets/test_dataset_upload.py
index 3d35d480..d91f24d7 100644
--- a/tests/msdatasets/test_dataset_upload.py
+++ b/tests/msdatasets/test_dataset_upload.py
@@ -8,7 +8,8 @@ import zipfile
 from modelscope.msdatasets import MsDataset
 from modelscope.msdatasets.utils.dataset_utils import list_dataset_objects
 from modelscope.utils import logger as logging
-from modelscope.utils.constant import DEFAULT_DATASET_REVISION, ModelFile
+from modelscope.utils.constant import (DEFAULT_DATASET_REVISION, DownloadMode,
+                                       ModelFile)
 from modelscope.utils.test_utils import test_level
 
 logger = logging.get_logger(__name__)
@@ -104,7 +105,10 @@ class DatasetUploadTest(unittest.TestCase):
 
     @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
     def test_ds_download_dir(self):
-        test_ds = MsDataset.load(self.dataset_name, self.namespace)
+        test_ds = MsDataset.load(
+            self.dataset_name,
+            namespace=self.namespace,
+            download_mode=DownloadMode.FORCE_REDOWNLOAD)
         assert test_ds.config_kwargs['split_config'].values()
 
     @unittest.skipUnless(test_level() >= 1, 'skip test in current test level')