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meta-llama/llama-cookbook

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meta-llama/llama-cookbook has 18,590 GitHub stars and 2,757 forks. GitHot measured +2 stars in 24 hours and +7 in 7 days. Last checked 2026-11-12 13:40 UTC. Last push 2026-05-19.

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Welcome to the Llama Cookbook! This is your go-to guide for building with Llama: getting started with inference, fine-tuning, and RAG. We also show you how to solve end-to-end problems using the Llama model family and use them with various provider services.

18,590 stars2,757 forks +2 in 24h

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README.md

Original

Llama Cookbook

Llama Model cards Llama Documentation Hugging Face meta-llama

Llama Tools Syntethic Data Kit Llama Tools Syntethic Data Kit

Official Guide to building with Llama

Welcome to the official repository for helping you get started with inference, fine-tuning and end-to-end use-cases of building with the Llama Model family.

This repository covers the most popular community approaches, use-cases and the latest recipes for Llama Text and Vision models.

Latest Llama 4 recipes

Repository Structure:

  • 3P Integrations: Getting Started Recipes and End to End Use-Cases from various Llama providers
  • End to End Use Cases: As the name suggests, spanning various domains and applications
  • Getting Started: Reference for inferencing, fine-tuning and RAG examples
  • src: Contains the src for the original llama-recipes library along with some FAQs for fine-tuning.

Note: We recently did a refactor of the repo, archive-main is a snapshot branch from before the refactor

FAQ:

  • Q: What happened to llama-recipes? A: We recently renamed llama-recipes to llama-cookbook.

  • Q: I have some questions for Fine-Tuning, is there a section to address these? A: Check out the Fine-Tuning FAQ here.

  • Q: Some links are broken/folders are missing: A: We recently did a refactor of the repo, archive-main is a snapshot branch from before the refactor.

  • Q: Where can we find details about the latest models? A: Official Llama models website.

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

License

See the License file for Meta Llama 4 here and Acceptable Use Policy here

See the License file for Meta Llama 3.3 here and Acceptable Use Policy here

See the License file for Meta Llama 3.2 here and Acceptable Use Policy here

See the License file for Meta Llama 3.1 here and Acceptable Use Policy here

See the License file for Meta Llama 3 here and Acceptable Use Policy here

See the License file for Meta Llama 2 here and Acceptable Use Policy here

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