diff --git a/py/routes/api_routes.py b/py/routes/api_routes.py
index 6db816ab..8e74a1c6 100644
--- a/py/routes/api_routes.py
+++ b/py/routes/api_routes.py
@@ -356,7 +356,7 @@ class ApiRoutes:
             # Fetch additional model metadata (description and tags) if we have model ID
             model_id = civitai_metadata['modelId']
             if model_id:
-                model_metadata = await client.get_model_metadata(str(model_id))
+                model_metadata, _ = await client.get_model_metadata(str(model_id))
                 if model_metadata:
                     local_metadata['modelDescription'] = model_metadata.get('description', '')
                     local_metadata['tags'] = model_metadata.get('tags', [])
@@ -756,7 +756,7 @@ class ApiRoutes:
             # If description is not in metadata, fetch from CivitAI
             if not description:
                 logger.info(f"Fetching model metadata for model ID: {model_id}")
-                model_metadata = await self.civitai_client.get_model_metadata(model_id)
+                model_metadata, _ = await self.civitai_client.get_model_metadata(model_id)
                 
                 if model_metadata:
                     description = model_metadata.get('description')
diff --git a/py/services/download_manager.py b/py/services/download_manager.py
index e8d72843..f3a259cd 100644
--- a/py/services/download_manager.py
+++ b/py/services/download_manager.py
@@ -51,6 +51,16 @@ class DownloadManager:
             # 5. 准备元数据
             metadata = LoraMetadata.from_civitai_info(version_info, file_info, save_path)
             
+            # 5.1 获取并更新模型标签和描述信息
+            model_id = version_info.get('modelId')
+            if model_id:
+                model_metadata, _ = await self.civitai_client.get_model_metadata(str(model_id))
+                if model_metadata:
+                    if model_metadata.get("tags"):
+                        metadata.tags = model_metadata.get("tags", [])
+                    if model_metadata.get("description"):
+                        metadata.modelDescription = model_metadata.get("description", "")
+            
             # 6. 开始下载流程
             result = await self._execute_download(
                 download_url=download_url,