diff --git a/swift/llm/sft.py b/swift/llm/sft.py
index 603971e5fe..725997b82b 100644
--- a/swift/llm/sft.py
+++ b/swift/llm/sft.py
@@ -491,6 +491,7 @@ def trainer_train(
                 json.dump(check_json_format(args_obj.__dict__), f, ensure_ascii=False, indent=2)
     logging_path = os.path.join(args.output_dir, 'logging.jsonl')
     logger.info(f'The logging file will be saved in: {logging_path}')
+    trainer.model_accepts_loss_kwargs = True  # fix transformers>=4.46.2
     with template.training_context():
         trainer.train(training_args.resume_from_checkpoint)
     last_model_checkpoint = getattr(trainer.state, 'last_model_checkpoint', None)