diff --git a/docs/source/inference_tutorials/stable_diffusion.mdx b/docs/source/inference_tutorials/stable_diffusion.mdx
index cc63f4a3d..b4c64a457 100644
--- a/docs/source/inference_tutorials/stable_diffusion.mdx
+++ b/docs/source/inference_tutorials/stable_diffusion.mdx
@@ -680,7 +680,7 @@ depth_image = Image.fromarray(image)
 
 images = [openpose_image.resize((512, 512)), depth_image.resize((512, 512))]
 
-# Inference
+# 3. inference
 pipe = NeuronStableDiffusionControlNetPipeline.from_pretrained(model_id)
 pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config)
 prompt = "a giant in a fantasy landscape, best quality"