diff --git a/finetune/finetune.py b/finetune/finetune.py
index 2cbd6cc..9b0ce1b 100644
--- a/finetune/finetune.py
+++ b/finetune/finetune.py
@@ -190,3 +190,5 @@ if __name__ == "__main__":
     )
 
     trainer.train()
+    # save the incremental PEFT weights, more details can be found in https://huggingface.co/blog/peft
+    # model.save_pretrained("output_dir")