JudgeRLVR: Judge First, Generate Second for Efficient Reasoning Paper • 2601.08468 • Published Jan 13 • 7
On Predictability of Reinforcement Learning Dynamics for Large Language Models Paper • 2510.00553 • Published Oct 1, 2025 • 9
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4, 2025 • 138
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Paper • 2502.02508 • Published Feb 4, 2025 • 22
view article Article Fine-tuning LLMs to 1.58bit: extreme quantization made easy +4 medmekk, marcsun13, lvwerra, pcuenq, osanseviero, thomwolf • Sep 18, 2024 • 280
view article Article How NuminaMath Won the 1st AIMO Progress Prize +6 yfleureau, liyongsea, edbeeching, lewtun, benlipkin, romansoletskyi, vwxyzjn, kashif • Jul 11, 2024 • 128
view article Article Illustrating Reinforcement Learning from Human Feedback (RLHF) +2 natolambert, LouisCastricato, lvwerra, Dahoas • Dec 9, 2022 • 413
view article Article Personal Copilot: Train Your Own Coding Assistant smangrul, sayakpaul • Oct 27, 2023 • 79