diff --git a/modelscope/hub/api.py b/modelscope/hub/api.py
index 71d20dc9..99eccd16 100644
--- a/modelscope/hub/api.py
+++ b/modelscope/hub/api.py
@@ -22,7 +22,8 @@ import requests
 from requests import Session
 from requests.adapters import HTTPAdapter, Retry
 
-from modelscope.hub.constants import (API_HTTP_CLIENT_TIMEOUT,
+from modelscope.hub.constants import (API_HTTP_CLIENT_MAX_RETRIES,
+                                      API_HTTP_CLIENT_TIMEOUT,
                                       API_RESPONSE_FIELD_DATA,
                                       API_RESPONSE_FIELD_EMAIL,
                                       API_RESPONSE_FIELD_GIT_ACCESS_TOKEN,
@@ -61,7 +62,10 @@ logger = get_logger()
 class HubApi:
     """Model hub api interface.
     """
-    def __init__(self, endpoint: Optional[str] = None, timeout=API_HTTP_CLIENT_TIMEOUT):
+    def __init__(self,
+                 endpoint: Optional[str] = None,
+                 timeout=API_HTTP_CLIENT_TIMEOUT,
+                 max_retries=API_HTTP_CLIENT_MAX_RETRIES):
         """The ModelScope HubApi。
 
         Args:
@@ -71,7 +75,7 @@ class HubApi:
         self.headers = {'user-agent': ModelScopeConfig.get_user_agent()}
         self.session = Session()
         retry = Retry(
-            total=2,
+            total=max_retries,
             read=2,
             connect=2,
             backoff_factor=1,
diff --git a/modelscope/hub/constants.py b/modelscope/hub/constants.py
index 840bc158..cfc6d6da 100644
--- a/modelscope/hub/constants.py
+++ b/modelscope/hub/constants.py
@@ -17,6 +17,7 @@ LOGGER_NAME = 'ModelScopeHub'
 DEFAULT_CREDENTIALS_PATH = Path.home().joinpath('.modelscope', 'credentials')
 REQUESTS_API_HTTP_METHOD = ['get', 'head', 'post', 'put', 'patch', 'delete']
 API_HTTP_CLIENT_TIMEOUT = 60
+API_HTTP_CLIENT_MAX_RETRIES = 2
 API_RESPONSE_FIELD_DATA = 'Data'
 API_FILE_DOWNLOAD_RETRY_TIMES = 5
 API_FILE_DOWNLOAD_TIMEOUT = 60
diff --git a/modelscope/msdatasets/utils/hf_datasets_util.py b/modelscope/msdatasets/utils/hf_datasets_util.py
index d62cca69..ab6fe741 100644
--- a/modelscope/msdatasets/utils/hf_datasets_util.py
+++ b/modelscope/msdatasets/utils/hf_datasets_util.py
@@ -218,7 +218,7 @@ def _list_repo_tree(
     token: Optional[Union[bool, str]] = None,
 ) -> Iterable[Union[RepoFile, RepoFolder]]:
 
-    _api = HubApi()
+    _api = HubApi(timeout=3 * 60, max_retries=3)
 
     if is_relative_path(repo_id) and repo_id.count('/') == 1:
         _namespace, _dataset_name = repo_id.split('/')
@@ -231,7 +231,6 @@ def _list_repo_tree(
 
     page_number = 1
     page_size = 100
-    total_data_list = []
     while True:
         data: dict = _api.list_repo_tree(dataset_name=_dataset_name,
                                          namespace=_namespace,
@@ -247,7 +246,6 @@ def _list_repo_tree(
 
         # Parse data (Type: 'tree' or 'blob')
         data_file_list: list = data['Data']['Files']
-        total_data_list.extend(data_file_list)
 
         for file_info_d in data_file_list:
             path_info = {}
@@ -398,7 +396,10 @@ def _resolve_pattern(
         # 10 times faster glob with detail=True (ignores costly info like lastCommit)
         glob_kwargs['expand_info'] = False
 
-    tmp_file_paths = fs.glob(pattern, detail=True, **glob_kwargs)
+    try:
+        tmp_file_paths = fs.glob(pattern, detail=True, **glob_kwargs)
+    except FileNotFoundError:
+        raise DataFilesNotFoundError(f"Unable to find '{pattern}'")
 
     matched_paths = [
         filepath if filepath.startswith(protocol_prefix) else protocol_prefix
@@ -857,13 +858,6 @@ def get_module_with_script(self) -> DatasetModule:
     return DatasetModule(module_path, hash, builder_kwargs)
 
 
-def increase_load_count_ms(name: str, resource_type: str):
-    """
-    Placeholder for increasing the load count of a hf resource.
-    """
-    ...
-
-
 class DatasetsWrapperHF:
 
     @staticmethod
@@ -1307,6 +1301,7 @@ class DatasetsWrapperHF:
                     ).get_module()
             except Exception as e1:
                 # All the attempts failed, before raising the error we should check if the module is already cached
+                logger.error(f'>> Error loading {path}: {e1}')
                 try:
                     return CachedDatasetModuleFactory(
                         path,
@@ -1337,7 +1332,6 @@ class DatasetsWrapperHF:
 
 @contextlib.contextmanager
 def load_dataset_with_ctx(*args, **kwargs):
-    from datasets.load import increase_load_count as increase_load_count
 
     hf_endpoint_origin = config.HF_ENDPOINT
     get_from_cache_origin = file_utils.get_from_cache
@@ -1346,8 +1340,6 @@ def load_dataset_with_ctx(*args, **kwargs):
     _download_origin = DownloadManager._download if hasattr(DownloadManager, '_download') \
         else DownloadManager._download_single
 
-    increase_load_count_origin = increase_load_count
-
     dataset_info_origin = HfApi.dataset_info
     list_repo_tree_origin = HfApi.list_repo_tree
     get_paths_info_origin = HfApi.get_paths_info
@@ -1370,7 +1362,6 @@ def load_dataset_with_ctx(*args, **kwargs):
     data_files.resolve_pattern = _resolve_pattern
     HubDatasetModuleFactoryWithoutScript.get_module = get_module_without_script
     HubDatasetModuleFactoryWithScript.get_module = get_module_with_script
-    increase_load_count = increase_load_count_ms
 
     try:
         dataset_res = DatasetsWrapperHF.load_dataset(*args, **kwargs)
@@ -1391,4 +1382,3 @@ def load_dataset_with_ctx(*args, **kwargs):
         data_files.resolve_pattern = resolve_pattern_origin
         HubDatasetModuleFactoryWithoutScript.get_module = get_module_without_script_origin
         HubDatasetModuleFactoryWithScript.get_module = get_module_with_script_origin
-        increase_load_count = increase_load_count_origin