Running 156 The ultimate guide to RL environments: building and scaling them in the LLM era 📝 156 Building and scaling RL environments for LLM training
OneFlow: Redesign the Distributed Deep Learning Framework from Scratch Paper • 2110.15032 • Published Oct 28, 2021 • 2
view article Article Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries +7 aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego • Mar 10 • 152
The Art of Scaling Reinforcement Learning Compute for LLMs Paper • 2510.13786 • Published Oct 15, 2025 • 33
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 106