diff --git a/src/llamafactory/hparams/finetuning_args.py b/src/llamafactory/hparams/finetuning_args.py
index aaa28a6a..72b6a0a9 100644
--- a/src/llamafactory/hparams/finetuning_args.py
+++ b/src/llamafactory/hparams/finetuning_args.py
@@ -334,10 +334,6 @@ class SwanLabArguments:
         default=None,
         metadata={"help": "The API key for SwanLab."},
     )
-    swanlab_config: dict = field(
-        default={"Framework": "🦙LLaMA Factory"},
-        metadata={"help": "The configuration file for SwanLab."},
-    )
 
 
 @dataclass
diff --git a/src/llamafactory/train/trainer_utils.py b/src/llamafactory/train/trainer_utils.py
index 583ca3ee..2a50bf71 100644
--- a/src/llamafactory/train/trainer_utils.py
+++ b/src/llamafactory/train/trainer_utils.py
@@ -475,6 +475,7 @@ def get_swanlab_callback(finetuning_args: "FinetuningArguments") -> "TrainerCall
         experiment_name=finetuning_args.swanlab_experiment_name,
         description=finetuning_args.swanlab_description,
         mode=finetuning_args.swanlab_mode,
+        config={"Framework": "🦙LLaMA Factory"},
     )
 
     return swanlab_callback
\ No newline at end of file
diff --git a/src/llamafactory/webui/components/train.py b/src/llamafactory/webui/components/train.py
index f905e43e..6b14bb81 100644
--- a/src/llamafactory/webui/components/train.py
+++ b/src/llamafactory/webui/components/train.py
@@ -280,7 +280,7 @@ def create_train_tab(engine: "Engine") -> Dict[str, "Component"]:
             swanlab_description = gr.Textbox(value="", placeholder="Experiment description", interactive=True)
             swanlab_mode = gr.Dropdown(choices=["cloud", "local", "disabled"], value="cloud", interactive=True)
 
-    input_elems.update({use_swanlab})
+    input_elems.update({use_swanlab, swanlab_api_key, swanlab_project, swanlab_workspace, swanlab_experiment_name, swanlab_description, swanlab_mode})
     elem_dict.update(
         dict(
             swanlab_tab=swanlab_tab,