diff --git a/swift/trainers/callback.py b/swift/trainers/callback.py
index be299a8fe9..d77464e43c 100644
--- a/swift/trainers/callback.py
+++ b/swift/trainers/callback.py
@@ -44,9 +44,11 @@ def add_train_message(logs, state, start_time) -> None:
 class ProgressCallbackNew(ProgressCallback):
 
     def on_train_begin(self, args, state, control, **kwargs):
+        initial_step = state.global_step or 0
         if state.is_world_process_zero:
-            self.training_bar = tqdm(desc='Train', total=state.max_steps, dynamic_ncols=True)
-        self.current_step = 0
+            bar_initial = min(initial_step, state.max_steps) if state.max_steps else initial_step
+            self.training_bar = tqdm(desc='Train', total=state.max_steps, initial=bar_initial, dynamic_ncols=True)
+        self.current_step = initial_step
         self.start_time = time.time()
 
     def on_prediction_step(self, args, state: TrainerState, control, eval_dataloader=None, **kwargs):