diff --git a/vllm/model_executor/model_loader/loader.py b/vllm/model_executor/model_loader/loader.py
index fe501b9b22da1..bbe49655020da 100644
--- a/vllm/model_executor/model_loader/loader.py
+++ b/vllm/model_executor/model_loader/loader.py
@@ -161,7 +161,7 @@ def _maybe_download_from_modelscope(
                     cache_dir=self.load_config.download_dir,
                     local_files_only=huggingface_hub.constants.HF_HUB_OFFLINE,
                     revision=revision,
-                    ignore_patterns=self.load_config.ignore_patterns,
+                    ignore_file_pattern=self.load_config.ignore_patterns,
                 )
             else:
                 model_path = model