diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py
index 15ffae53..45494649 100644
--- a/src/llamafactory/train/trainer_utils.py
+++ b/src/llamafactory/train/trainer_utils.py
@@ -600,7 +600,15 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall
                 return
 
             super().setup(args, state, model, **kwargs)
-            swanlab_public_config = self._experiment.get_run().public.json()
+            
+            try:
+                if hasattr(self, "_swanlab"):
+                    swanlab_public_config = self._swanlab.get_run().public.json()
+                else:  # swanlab <= 0.4.9
+                    swanlab_public_config = self._experiment.get_run().public.json()
+            except Exception as e:
+                swanlab_public_config = {}
+                
             with open(os.path.join(args.output_dir, SWANLAB_CONFIG), "w") as f:
                 f.write(json.dumps(swanlab_public_config, indent=2))