diff --git a/deploy/pdserving/ocr_local_server.py b/deploy/pdserving/ocr_local_server.py
index a4fb540b1e7bb6426b922367f3ddf7a239adf31f..b506790f2a3b7d6b4955bfc27640892f9104b24f 100644
--- a/deploy/pdserving/ocr_local_server.py
+++ b/deploy/pdserving/ocr_local_server.py
@@ -110,7 +110,7 @@ class OCRService(WebService):
 
 if __name__ == "__main__":
     ocr_service = OCRService(name="ocr")
-    ocr_service.load_model_config("ocr_rec_model")
+    ocr_service.load_model_config(global_args.rec_model_dir)
     ocr_service.init_rec()
     if global_args.use_gpu:
         ocr_service.prepare_server(