Reinforcement Learning Center

Calculate token costs for RLHF, DPO, and other reinforcement learning training methods across different models

Comprehensive introduction to reinforcement learning concepts and applications in LLMs

Explore direct RL approaches for training large language models from scratch

Build a complete RL pipeline from scratch using GRPO for advanced LLM reasoning

Complete guide covering SFT with cold-start data, CoT prompting, and GRPOTrainer

Insights into training large-scale models with reinforcement learning techniques

Deep dive into modular reward functions for accuracy, reasoning, and format

Advanced training method improving AI reasoning through high-quality data curation

ICLR 2025 papers solving inaction and delay regret in real-time RL applications

Advanced architectures and TransferQueue patterns for efficient post-training

Complete SFT pipeline for enhancing LLM reasoning from SFT to knowledge distillation

Critical insights into learning rate optimization for supervised fine-tuning

Transform base models into chat assistants with datasets and best practices

Educational resource for learning deep reinforcement learning fundamentals

Transformer Reinforcement Learning library for training LLMs with RL

Comprehensive course on reinforcement learning from DeepMind