fix: update zero-to-hero guide for modern llama stack (#2555)

# What does this PR do?

closes #2553 

## Test Plan

run through notebooks w/ llama stack running on localhost:{8321,8322}
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Matthew Farrellee 2025-06-30 21:09:33 -04:00 committed by GitHub
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@ -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",