Build A Reasoning Model From Scratch 6: Reinforcement Learning 1 (Implementing GRPO for RLVR)
This video covers a from-scratch implementation of Reinforcement Learning with Verifiable Rewards (RLVR) using the Group Relative Policy Optimization (GRPO) algorithm in Python to train a small reasoning model.
- Reasoning playlist: https://www.youtube.com/watch?v=Kh9mqTzjuEQ&list=PLfrHAQCRxtUs
- Reasoning Book: https://amzn.to/4aAKiFY
- Reasoning GitHub repo: https://github.com/rasbt/reasoning-from-scratch
- LLMs from Scratch book: https://amzn.to/4fqvn0D
- LLMs from Scratch repo: https://github.com/rasbt/LLMs-from-scratch
- LLMs from Scratch playlist: https://www.youtube.com/watch?v=yAcWnf