diff --git a/src/llamafactory/train/callbacks.py b/src/llamafactory/train/callbacks.py
index e7ce09a2..623f6ed1 100644
--- a/src/llamafactory/train/callbacks.py
+++ b/src/llamafactory/train/callbacks.py
@@ -134,7 +134,7 @@ class PissaConvertCallback(TrainerCallback):
         if args.should_save:
             model = kwargs.pop("model")
             pissa_init_dir = os.path.join(args.output_dir, "pissa_init")
-            logger.info("Initial PiSSA adatper will be saved at: {}.".format(pissa_init_dir))
+            logger.info("Initial PiSSA adapter will be saved at: {}.".format(pissa_init_dir))
             if isinstance(model, PeftModel):
                 init_lora_weights = getattr(model.peft_config["default"], "init_lora_weights")
                 setattr(model.peft_config["default"], "init_lora_weights", True)