DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published 13 days ago • 69
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published 9 days ago • 83
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published 8 days ago • 194
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models Paper • 2511.23319 • Published 12 days ago • 21
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms Paper • 2511.17592 • Published 23 days ago • 118
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published 29 days ago • 194
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning Paper • 2508.08221 • Published Aug 11 • 49