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llama-cookbook

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Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine...

Copy the install, test the workflow, then decide if it earns a permanent slot.

18,264
Why nowMoving now

Fresh repo activity plus visible builder pull. This is the kind of tool people test before it turns obvious.

DecisionHigh-conviction move

Copy the install, test the workflow, then decide if it earns a permanent slot.

Trial costMedium lift

Not hard to test, not trivial to unwind. Worth trying if it closes a sharp gap.

Risk29/100

GitHub health 75/100. no security policy. Fresh enough repo health and manageable issue load keep the risk controlled.

What You Are Adopting

AI Agent

Universal

Model

Multiple

Build Time

Hours

Move Fast

open_in_new

No direct local install flow.

Open the project page, steal the pattern, and decide fast if it deserves a deeper test.

About

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services. An open-source platform for the AI coding ecosystem.

README

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

  • Get started with Llama API
  • Integrate Llama API with WhatsApp
  • 5M long context using Llama 4 Scout
  • Analyze research papers with Llama 4 Maverick
  • Create a character mind map from a book using Llama 4 Maverick

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

Tech Stack

Hugging FaceGo
Open Live ProjectAudit Repo

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ActiveLast commit 7d ago
bug_report83open issues
Submitted July 17, 2023

auto_awesomeYour strongest next moves after llama-cookbook