diff --git a/src/backend/main.py b/src/backend/main.py
index ffe5f561..19a409cc 100644
--- a/src/backend/main.py
+++ b/src/backend/main.py
@@ -130,9 +130,13 @@ async def serve_index():
     args = parse_args()
     set_log_level(args.log_level)
     logger.info(f"args: {args}")
-    init_model_info_dict_cache(args.use_hfcache)
+
+    if args.model_name is None:
+        init_model_info_dict_cache(args.use_hfcache)
+
     if args.log_level != "DEBUG":
         display_parallax_run()
+
     check_latest_release()
 
     scheduler_manage = SchedulerManage(