diff --git a/examples/lm_finetuning/finetune_on_pregenerated.py b/examples/lm_finetuning/finetune_on_pregenerated.py
index e57710be..035f97b0 100644
--- a/examples/lm_finetuning/finetune_on_pregenerated.py
+++ b/examples/lm_finetuning/finetune_on_pregenerated.py
@@ -309,7 +309,7 @@ def main():
                 nb_tr_examples += input_ids.size(0)
                 nb_tr_steps += 1
                 pbar.update(1)
-                mean_loss = tr_loss / nb_tr_steps
+                mean_loss = tr_loss * args.gradient_accumulation_steps / nb_tr_steps
                 pbar.set_postfix_str(f"Loss: {mean_loss:.5f}")
                 if (step + 1) % args.gradient_accumulation_steps == 0:
                     if args.fp16: