diff --git a/docs/source/speeding_up_training.md b/docs/source/speeding_up_training.md
index 7a87962116..3f1bfe0af3 100644
--- a/docs/source/speeding_up_training.md
+++ b/docs/source/speeding_up_training.md
@@ -27,5 +27,8 @@ from trl import OnlineDPOConfig
 training_args = DPOConfig(..., use_vllm=True)
 ```
 
+</hfoption>
+<hfoption id="Does it require 2 sections?">
+
 </hfoption>
 </hfoptions>