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Open-Source AI Cookbook

The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI applications and solving various machine learning tasks using open-source tools and models.

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Latest notebooks

Check out the recently added notebooks:

- HuatuoGPT-o1 Medical RAG and Reasoning
- Fine-tuning Granite Vision 3.1 2B with TRL
- Post training an LLM for reasoning with GRPO in TRL
- Evaluating AI Search Engines with `judges` - the open-source library for LLM-as-a-judge evaluators
- Structured Generation from Images or Documents Using Vision Language Models

You can also check out the notebooks in the cookbook’s GitHub repo.

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Contributing

The Open-Source AI Cookbook is a community effort, and we welcome contributions from everyone! Check out the cookbook’s Contribution guide to learn how you can add your “recipe”.

< > Update on GitHub