Update app.py

app.py

@@ -21,7 +21,7 @@ adapter_model_path = "model.safetensors"
 
 # Load the adapter into the model
 adapter_name = "custom_adapter"  # Define your adapter name
-model.load_adapter(adapter_config_path, model_file=adapter_model_path, load_as=adapter_name)
+model.load_adapter(config_path=adapter_config_path, adapter_path=adapter_model_path, adapter_name=adapter_name)
 
 # Activate the adapter
 model.set_active_adapters(adapter_name)