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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:

- Efficient Online Training with GRPO and vLLM in TRL
- Fine-tuning LLMs for Function Calling with the xLAM Dataset
- Post training an VLM for reasoning with GRPO using TRL
- TRL GRPO Reasoning with Advanced Reward
- Fine-Tuning a Vision Language Model with TRL using MPO

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