RL Environments for Language Models: I built a hands-on free course
r/LocalLLaMA
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Machine Learning
Generative AI
AI Research
Reinforcement Learning
🌱 Course: https://github.com/anakin87/llm-rl-environments-lil-course | 🎥 Video: https://www.youtube.com/watch?v=71V3fTaUp2Q I've been deep into RL for LLMs lately. Over the past year, we've seen a shift in LLM Post-Training. Previously, Supervised Fine-Tuning was the most important part: making models imitate curated Question-Answer pairs. Now we also have Reinforcement Learning with Verifiable Rewards. With techniques like GRPO, models can learn through trial and error in dynamic environments. They can reach new heights without expensive data...