Blog

notes, blogs, and lab logs

updated jun 2026

latest · jun 6, 2026 · 36 min read RL for Language Models, From First Principles From probability basics to REINFORCE, PPO, GRPO, GSPO, and the knobs that make training work #reinforcement-learning#llms#policy-gradient#grpo#rlhf#ml-systems read the post →

more derivations in the works — follow via rss