{"id":24288559,"url":"https://github.com/meta-llama/llama-cookbook","last_synced_at":"2026-02-12T04:23:17.057Z","repository":{"id":182094133,"uuid":"667297720","full_name":"meta-llama/llama-cookbook","owner":"meta-llama","description":"Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. 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Notebook","funding_links":[],"categories":["🤖 AI \u0026 Machine Learning","Jupyter Notebook","HarmonyOS","Repos","Image Generation \u0026 Editing","🚀 MLOps","Open-Source LLM \u0026 Agent Projects"],"sub_categories":["Windows Manager","Resources"],"readme":"\u003ch1 align=\"center\"\u003e Llama Cookbook \u003c/h1\u003e\n\u003cp align=\"center\"\u003e\n\t\u003ca href=\"https://llama.developer.meta.com/join_waitlist?utm_source=llama-cookbook\u0026utm_medium=readme\u0026utm_campaign=main\"\u003e\u003cimg src=\"https://img.shields.io/badge/Llama_API-Join_Waitlist-brightgreen?logo=meta\" /\u003e\u003c/a\u003e\n\t\u003ca href=\"https://llama.developer.meta.com/docs?utm_source=llama-cookbook\u0026utm_medium=readme\u0026utm_campaign=main\"\u003e\u003cimg src=\"https://img.shields.io/badge/Llama_API-Documentation-4BA9FE?logo=meta\" /\u003e\u003c/a\u003e\n\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n\t\u003ca href=\"https://github.com/meta-llama/llama-models/blob/main/models/?utm_source=llama-cookbook\u0026utm_medium=readme\u0026utm_campaign=main\"\u003e\u003cimg alt=\"Llama Model cards\" src=\"https://img.shields.io/badge/Llama_OSS-Model_cards-green?logo=meta\" /\u003e\u003c/a\u003e\n\t\u003ca href=\"https://www.llama.com/docs/overview/?utm_source=llama-cookbook\u0026utm_medium=readme\u0026utm_campaign=main\"\u003e\u003cimg alt=\"Llama Documentation\" src=\"https://img.shields.io/badge/Llama_OSS-Documentation-4BA9FE?logo=meta\" /\u003e\u003c/a\u003e\n\t\u003ca href=\"https://huggingface.co/meta-llama\"\u003e\u003cimg alt=\"Hugging Face meta-llama\" src=\"https://img.shields.io/badge/Hugging_Face-meta--llama-yellow?logo=huggingface\" /\u003e\u003c/a\u003e\n\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n\t\u003ca href=\"https://github.com/meta-llama/synthetic-data-kit\"\u003e\u003cimg alt=\"Llama Tools Syntethic Data Kit\" src=\"https://img.shields.io/badge/Llama_Tools-synthetic--data--kit-orange?logo=meta\" /\u003e\u003c/a\u003e\n\t\u003ca href=\"https://github.com/meta-llama/llama-prompt-ops\"\u003e\u003cimg alt=\"Llama Tools Syntethic Data Kit\" src=\"https://img.shields.io/badge/Llama_Tools-llama--prompt--ops-orange?logo=meta\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\u003ch2\u003e Official Guide to building with Llama \u003c/h2\u003e\n\n\n\nWelcome to the official repository for helping you get started with [inference](https://github.com/meta-llama/llama-cookbook/tree/main/getting-started/inference/), [fine-tuning](https://github.com/meta-llama/llama-cookbook/tree/main/getting-started/finetuning) and [end-to-end use-cases](https://github.com/meta-llama/llama-cookbook/tree/main/end-to-end-use-cases) of building with the Llama Model family.\n\nThis repository covers the most popular community approaches, use-cases and the latest recipes for Llama Text and Vision models.\n\n## Latest Llama 4 recipes\n\n* [Get started](./getting-started/build_with_llama_api.ipynb) with [Llama API](https://bit.ly/llama-api-main)\n* Integrate [Llama API](https://bit.ly/llama-api-main) with [WhatsApp](./end-to-end-use-cases/whatsapp_llama_4_bot/README.md)\n* 5M long context using [Llama 4 Scout](./getting-started/build_with_llama_4.ipynb)\n* Analyze research papers with [Llama 4 Maverick](./end-to-end-use-cases/research_paper_analyzer/README.md)\n* Create a character mind map from a book using [Llama 4 Maverick](./end-to-end-use-cases/book-character-mindmap/README.md)\n\n## Repository Structure:\n\n- [3P Integrations](https://github.com/meta-llama/llama-cookbook/tree/main/3p-integrations): Getting Started Recipes and End to End Use-Cases from various Llama providers\n- [End to End Use Cases](https://github.com/meta-llama/llama-cookbook/tree/main/end-to-end-use-cases): As the name suggests, spanning various domains and applications\n- [Getting Started](https://github.com/meta-llama/llama-cookbook/tree/main/getting-started/): Reference for inferencing, fine-tuning and RAG examples\n- [src](https://github.com/meta-llama/llama-cookbook/tree/main/src/): Contains the src for the original llama-recipes library along with some FAQs for fine-tuning.\n\n\u003e Note: We recently did a refactor of the repo, [archive-main](https://github.com/meta-llama/llama-cookbook/tree/archive-main) is a snapshot branch from before the refactor\n\n## FAQ:\n\n- **Q:** What happened to llama-recipes?\n  **A:** We recently renamed llama-recipes to llama-cookbook.\n\n- **Q:** I have some questions for Fine-Tuning, is there a section to address these?\n  **A:** Check out the Fine-Tuning FAQ [here](https://github.com/meta-llama/llama-cookbook/tree/main/src/docs/).\n\n- **Q:** Some links are broken/folders are missing:\n  **A:** We recently did a refactor of the repo, [archive-main](https://github.com/meta-llama/llama-cookbook/tree/archive-main) is a snapshot branch from before the refactor.\n\n- **Q:** Where can we find details about the latest models?\n  **A:** Official [Llama models website](https://www.llama.com).\n\n## Contributing\n\nPlease read [CONTRIBUTING.md](CONTRIBUTING.md) for details on our code of conduct, and the process for submitting pull requests to us.\n\n## License\n\u003c!-- markdown-link-check-disable --\u003e\nSee the License file for Meta Llama 4 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama4/USE_POLICY.md)\n\nSee the License file for Meta Llama 3.3 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_3/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_3/USE_POLICY.md)\n\nSee the License file for Meta Llama 3.2 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/USE_POLICY.md)\n\nSee the License file for Meta Llama 3.1 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/USE_POLICY.md)\n\nSee the License file for Meta Llama 3 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama3/USE_POLICY.md)\n\nSee the License file for Meta Llama 2 [here](https://github.com/meta-llama/llama-models/blob/main/models/llama2/LICENSE) and Acceptable Use Policy [here](https://github.com/meta-llama/llama-models/blob/main/models/llama2/USE_POLICY.md)\n\u003c!-- markdown-link-check-enable --\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeta-llama%2Fllama-cookbook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmeta-llama%2Fllama-cookbook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmeta-llama%2Fllama-cookbook/lists"}