diff --git a/docs/source/_toctree.yml b/docs/source/_toctree.yml
index ab85682b7..8fcba516b 100644
--- a/docs/source/_toctree.yml
+++ b/docs/source/_toctree.yml
@@ -14,7 +14,7 @@
   - local: installation_inferentia
     title: Using TGI with AWS Inferentia
   - local: installation_tpu
-    title: Using TGI with Google TPU
+    title: Using TGI with Google TPUs
   - local: installation_intel
     title: Using TGI with Intel GPUs
   - local: installation
diff --git a/docs/source/installation_tpu.md b/docs/source/installation_tpu.md
index 208ebce3c..559e83aa7 100644
--- a/docs/source/installation_tpu.md
+++ b/docs/source/installation_tpu.md
@@ -1,3 +1,3 @@
-# Using TGI with Google TPU
+# Using TGI with Google TPUs
 
 Check out this [guide](https://huggingface.co/docs/optimum-tpu) on how to serve models with TGI on TPUs.