LLamaRecipes

Llama Cookbook

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Official Guide to building with Llama

Checkout our latest model tutorial here: Build with Llama 4 Scout

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.

[!TIP] Popular getting started links:

• Build with Llama 4 Scout
• Multimodal Inference with Llama 3.2 Vision
• Inferencing using Llama Guard (Safety Model)

[!TIP] Popular end to end recipes:

• Email Agent
• NotebookLlama
• Text to SQL

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

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.

FAQ:

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

• Q: Prompt Template changes for Multi-Modality? A: Llama 3.2 follows the same prompt template as Llama 3.1, with a new special token <|image|> representing the input image for the multimodal models. More details on the prompt templates for image reasoning, tool-calling, and code interpreter can be found on the documentation website.

• 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