diff --git a/docs/source/_toctree.yml b/docs/source/_toctree.yml
index be77b42cf..8217cd197 100644
--- a/docs/source/_toctree.yml
+++ b/docs/source/_toctree.yml
@@ -59,7 +59,7 @@
     title: Speculation (Medusa, ngram)
   - local: conceptual/guidance
     title: How Guidance Works (via outlines
-  - local: conceptual/mutli_lora
+  - local: conceptual/lora
     title: LoRA (Low-Rank Adaptation)
 
 
diff --git a/docs/source/conceptual/multi_lora.md b/docs/source/conceptual/lora.md
similarity index 100%
rename from docs/source/conceptual/multi_lora.md
rename to docs/source/conceptual/lora.md