diff --git a/README.md b/README.md
index ad23b338..71334f3c 100644
--- a/README.md
+++ b/README.md
@@ -121,8 +121,7 @@ cluster.optimize_parallel_cluster_gpu(training_fx)
 ```
 
 
-#### Quick demo
-Run the following demo to see how it works:
+## Demo
 ```bash
 # install lightning
 pip install pytorch-lightning