diff --git a/modelscope/hub/api.py b/modelscope/hub/api.py
index dc4d0ab2..2aab142e 100644
--- a/modelscope/hub/api.py
+++ b/modelscope/hub/api.py
@@ -390,11 +390,13 @@ class HubApi:
         return resp['Data']
 
     def list_oss_dataset_objects(self, dataset_name, namespace, max_limit,
-                                 is_recursive, is_filter_dir, revision,
-                                 cookies):
+                                 is_recursive, is_filter_dir, revision):
         url = f'{self.endpoint}/api/v1/datasets/{namespace}/{dataset_name}/oss/tree/?' \
             f'MaxLimit={max_limit}&Revision={revision}&Recursive={is_recursive}&FilterDir={is_filter_dir}'
-        cookies = requests.utils.dict_from_cookiejar(cookies)
+
+        cookies = ModelScopeConfig.get_cookies()
+        if cookies:
+            cookies = requests.utils.dict_from_cookiejar(cookies)
 
         resp = requests.get(url=url, cookies=cookies)
         resp = resp.json()
diff --git a/modelscope/msdatasets/utils/dataset_utils.py b/modelscope/msdatasets/utils/dataset_utils.py
index db9d1fee..c7aa7682 100644
--- a/modelscope/msdatasets/utils/dataset_utils.py
+++ b/modelscope/msdatasets/utils/dataset_utils.py
@@ -7,7 +7,7 @@ from typing import Any, Mapping, Optional, Sequence, Union
 from datasets.builder import DatasetBuilder
 
 from modelscope.hub.api import HubApi
-from modelscope.utils.constant import DEFAULT_DATASET_REVISION, DownloadParams
+from modelscope.utils.constant import DEFAULT_DATASET_REVISION
 from modelscope.utils.logger import get_logger
 from .dataset_builder import MsCsvDatasetBuilder, TaskSpecificDatasetBuilder
 
@@ -95,15 +95,13 @@ def list_dataset_objects(hub_api: HubApi, max_limit: int, is_recursive: bool,
         res (list): List of objects, i.e., ['train/images/001.png', 'train/images/002.png', 'val/images/001.png', ...]
     """
     res = []
-    cookies = hub_api.check_cookies_upload_data(use_cookies=True)
     objects = hub_api.list_oss_dataset_objects(
         dataset_name=dataset_name,
         namespace=namespace,
         max_limit=max_limit,
         is_recursive=is_recursive,
         is_filter_dir=True,
-        revision=version,
-        cookies=cookies)
+        revision=version)
 
     for item in objects:
         object_key = item.get('Key')
@@ -174,7 +172,7 @@ def get_dataset_files(subset_split_into: dict,
     modelscope_api = HubApi()
     objects = list_dataset_objects(
         hub_api=modelscope_api,
-        max_limit=DownloadParams.MAX_LIST_OBJECTS_NUM.value,
+        max_limit=-1,
         is_recursive=True,
         dataset_name=dataset_name,
         namespace=namespace,
diff --git a/modelscope/utils/constant.py b/modelscope/utils/constant.py
index 6ba58c19..6c0f3e98 100644
--- a/modelscope/utils/constant.py
+++ b/modelscope/utils/constant.py
@@ -231,13 +231,6 @@ class DownloadMode(enum.Enum):
     FORCE_REDOWNLOAD = 'force_redownload'
 
 
-class DownloadParams(enum.Enum):
-    """
-        Parameters for downloading dataset.
-    """
-    MAX_LIST_OBJECTS_NUM = 50000
-
-
 class DatasetFormations(enum.Enum):
     """ How a dataset is organized and interpreted
     """