diff --git a/modelscope/utils/plugins.py b/modelscope/utils/plugins.py
index 2c510dd2..1a3bfffe 100644
--- a/modelscope/utils/plugins.py
+++ b/modelscope/utils/plugins.py
@@ -352,7 +352,7 @@ def create_module_from_files(file_list, file_prefix, module_name):
         if not os.path.exists(init_file):
             create_empty_file(init_file)
 
-        target_file = os.path.join(target_dir, file_path)
+        target_file = os.path.join(target_dir, os.path.basename(file_path))
         src_file = os.path.join(file_prefix, file_path)
         if not os.path.exists(target_file) or not filecmp.cmp(
                 src_file, target_file):
diff --git a/tests/pipelines/plugin_remote_pipelines/test_allow_remote_model.py b/tests/pipelines/plugin_remote_pipelines/test_allow_remote_model.py
index 0453cf64..f18b12c5 100644
--- a/tests/pipelines/plugin_remote_pipelines/test_allow_remote_model.py
+++ b/tests/pipelines/plugin_remote_pipelines/test_allow_remote_model.py
@@ -35,3 +35,7 @@ class AllowRemoteModelTest(unittest.TestCase):
 
         output = inference(file_path, tile_mode=0, cache_mode=1, alpha=1)
         print(output)
+
+
+if __name__ == '__main__':
+    unittest.main()