diff --git a/docs/source/en/training/distributed_inference.md b/docs/source/en/training/distributed_inference.md
index 534124cb93..22e8a30427 100644
--- a/docs/source/en/training/distributed_inference.md
+++ b/docs/source/en/training/distributed_inference.md
@@ -297,9 +297,9 @@ if __name__ == "__main__":
 
 The script above needs to be run with a distributed launcher, such as [torchrun](https://docs.pytorch.org/docs/stable/elastic/run.html), that is compatible with PyTorch. `--nproc-per-node` is set to the number of GPUs available.
 
-/```shell
-`torchrun --nproc-per-node 2 above_script.py`. 
-/```
+```shell
+torchrun --nproc-per-node 2 above_script.py
+```
 
 ### Ulysses Attention
 
@@ -332,4 +332,4 @@ transformer = AutoModel.from_pretrained(
 pipeline = DiffusionPipeline.from_pretrained(
     CKPT_ID, transformer=transformer, torch_dtype=torch.bfloat16,
 ).to(device)
-```
\ No newline at end of file
+```