diff --git a/docs/source/_toctree.yml b/docs/source/_toctree.yml
index 023240d5..96107f5f 100644
--- a/docs/source/_toctree.yml
+++ b/docs/source/_toctree.yml
@@ -43,6 +43,6 @@
     title: Speculation (Medusa, ngram)
   - local: conceptual/guidance
     title: Guidance, JSON, tools (using outlines)
-  - local: conceptual/visual-language-models.md
+  - local: conceptual/visual_language_models
     title: Visual Language Models
   title: Conceptual Guides