Open-Source AI Cookbook documentation
Open-Source AI Cookbook
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.
Latest notebooks
Check out the recently added notebooks:
- Concurrent Multi-Config SFT Training with RapidFire AI
- Optimizing Language Models with DSPy GEPA
- 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
You can also check out the notebooks in the cookbook’s GitHub repo.
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