diff --git a/README.md b/README.md
index 64578c4..d2c58e5 100644
--- a/README.md
+++ b/README.md
@@ -191,6 +191,8 @@ output = model(input_ids)
 print(output.shape)  # Expected shape: (batch_size, target_length, d_model)
 ```
 
+## Advanced Usage
+
 ## Results
 
 My implementation of LongRoPE achieves the following results: