diff --git a/docs/zero_to_hero_guide/00_Inference101.ipynb b/docs/zero_to_hero_guide/00_Inference101.ipynb
index 4f71f9f89..f8b0cc1a2 100644
--- a/docs/zero_to_hero_guide/00_Inference101.ipynb
+++ b/docs/zero_to_hero_guide/00_Inference101.ipynb
@@ -7,7 +7,7 @@
       "source": [
         "# Llama Stack Inference Guide\n",
         "\n",
-        "This document provides instructions on how to use Llama Stack's `chat_completion` function for generating text using the `Llama3.1-8B-Instruct` model. \n",
+        "This document provides instructions on how to use Llama Stack's `chat_completion` function for generating text using the `Llama3.2-3B-Instruct` model. \n",
         "\n",
         "Before you begin, please ensure Llama Stack is installed and set up by following the [Getting Started Guide](https://llama-stack.readthedocs.io/en/latest/getting_started/index.html).\n",
         "\n",