fix model name match issue

Signed-off-by: Lv, Liang1 <[email protected]>

Author: lvliang-intel

neural_chat/models/base_model.py

@@ -89,7 +89,7 @@ def decorator():
 
 def get_model_adapter(model_name_path: str) -> BaseModel:
     """Get a model adapter for a model_name_path."""
-    model_path_basename = os.path.basename(os.path.normpath(model_name_path))
+    model_path_basename = os.path.basename(os.path.normpath(model_name_path)).lower
 
     for adapter in model_adapters:
         if adapter.match(model_path_basename) and type(adapter) != BaseModel: