diff --git a/docs/en/release_note.md b/docs/en/release_note.md
index 92acefbd666987eca771ff1444350a80c0c0d415..60035888cd01d763194a6c47e7954d1eb4d6e96c 100644
--- a/docs/en/release_note.md
+++ b/docs/en/release_note.md
@@ -6,20 +6,10 @@
 
 #### New Functions
 
-- The **snapshot_download** and **om_hub_download** APIs are supported by the Gitee AI community.
-- The **upload_folder**, **upload_file**, **om_hub_download**, **snapshot_download**, **create_repo**, and **create_branch** APIs are supported by the HuggingFace community.
-- The **get_model_ci_info** API is added to query information about the model usability test.
-- The log module is optimized and timestamps are added.
-
 #### Document Updates
 
-Documents related to new functions are added.
-
 ### Resolved Issues
 
-- The license check is performed after the file upload is complete, which affects user experience.
-- The info method of the OmFileSystem class responds slowly.
-
 ### Known Issues
 
 None
diff --git a/docs/zh/release_note.md b/docs/zh/release_note.md
index fe36a01db346f9482a20dc121dcc03a6132f3e37..3dd2e2f72c1379f07d2972d7f89c390da0401ddf 100644
--- a/docs/zh/release_note.md
+++ b/docs/zh/release_note.md
@@ -6,20 +6,10 @@
 
 #### 新增功能
 
-- snapshot_download、om_hub_download下载相关接口支持Gitee AI社区。
-- upload_folder、upload_file、om_hub_download、snapshot_download、create_repo、create_branch接口支持huggingface社区。
-- 新增get_model_ci_info接口，用于查询模型可用性测试相关信息。
-- 日志模块优化以及新增时间戳。
-
 #### 文档更新
 
-补充新增功能相关文档。
-
 ### 已修复问题
 
-- 上传文件时，license检查位于上传完成之后，影响体验的问题。
-- OmFileSystem类info方法响应慢问题。
-
 ### 已知问题
 
 无
diff --git a/src/openmind_hub/plugins/openmind/_snapshot_download.py b/src/openmind_hub/plugins/openmind/_snapshot_download.py
index 850aa28ce2a1814fdc03f0bef3014e1910c55745..1a8c7f5d46fe8d4a3bac126bb628d57e734a6273 100644
--- a/src/openmind_hub/plugins/openmind/_snapshot_download.py
+++ b/src/openmind_hub/plugins/openmind/_snapshot_download.py
@@ -13,6 +13,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import os
+import time
+import random
 from pathlib import Path
 from typing import Dict, List, Literal, Optional, TypeVar, Union
 
@@ -223,21 +225,33 @@ def snapshot_download(
         ref_path.write_text(commit_hash)
 
     def _inner_om_hub_download(repo_file: str):
-        return om_hub_download(
-            repo_id,
-            filename=repo_file,
-            repo_type=repo_type,
-            revision=revision,
-            endpoint=endpoint,
-            cache_dir=cache_dir,
-            local_dir=local_dir,
-            local_dir_use_symlinks=local_dir_use_symlinks,
-            user_agent=user_agent,
-            proxies=proxies,
-            resume_download=resume_download,
-            force_download=force_download,
-            token=token,
-        )
+        retry_attempts = 0
+        max_retries = 10  # 定义最大重试次数
+
+        while retry_attempts < max_retries:
+            try:
+                return om_hub_download(
+                    repo_id,
+                    filename=repo_file,
+                    repo_type=repo_type,
+                    revision=revision,
+                    endpoint=endpoint,
+                    cache_dir=cache_dir,
+                    local_dir=local_dir,
+                    local_dir_use_symlinks=local_dir_use_symlinks,
+                    user_agent=user_agent,
+                    proxies=proxies,
+                    resume_download=resume_download,
+                    force_download=force_download,
+                    token=token,
+                )
+            except Exception as e:  # 捕获所有异常
+                retry_attempts += 1
+                if retry_attempts >= max_retries:
+                    raise RuntimeError(f"Download failed after {max_retries} attempts") from e
+
+                backoff_time = min(10, (2**retry_attempts) + random.uniform(0, 1))
+                time.sleep(backoff_time)
 
     thread_map(
         _inner_om_hub_download,