[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

intel_extension_for_transformers/neural_chat/examples/finetuning/multi_modal/llava_utils.py

@@ -288,7 +288,7 @@ def safe_save_model_for_hf_trainer(trainer: transformers.Trainer,
             for key, value in state_dict.items()
         }
         del state_dict
-        trainer._save(output_dir, state_dict=cpu_state_dict)  # noqa
+        trainer._save(output_dir, state_dict=cpu_state_dict)
 
 
 def smart_tokenizer_and_embedding_resize(

intel_extension_for_transformers/transformers/modeling/trl_models/modeling_base.py

@@ -729,7 +729,7 @@ def create_reference_model(
         param = model.get_parameter(param_name)
         param.requires_grad = False
 
-        ref_param = ref_model.get_parameter(param_name)  # noqa
+        ref_param = ref_model.get_parameter(param_name)
         ref_param = param  # noqa
 
     # for all other parameters just make sure they don't use gradients

workflows/chatbot/demo/basic_frontend/fastchat/train/train.py

@@ -70,7 +70,7 @@ def safe_save_model_for_hf_trainer(trainer: transformers.Trainer, output_dir: st
     if trainer.args.should_save:
         cpu_state_dict = {key: value.cpu() for key, value in state_dict.items()}
         del state_dict
-        trainer._save(output_dir, state_dict=cpu_state_dict)  # noqa
+        trainer._save(output_dir, state_dict=cpu_state_dict)
 
 
 def preprocess(