Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published 26 days ago • 187
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published Aug 3 • 188
FENCE: A Financial and Multimodal Jailbreak Detection Dataset Paper • 2602.18154 • Published Feb 20 • 1
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 86
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 119
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2604.12374 • Published Apr 14 • 39
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 273
Lessons from the Trenches on Reproducible Evaluation of Language Models Paper • 2405.14782 • Published May 23, 2024 • 1
The Art of Scaling Reinforcement Learning Compute for LLMs Paper • 2510.13786 • Published Oct 15, 2025 • 34
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18, 2025 • 148
Understanding R1-Zero-Like Training: A Critical Perspective Paper • 2503.20783 • Published Mar 26, 2025 • 61
Does your data spark joy? Performance gains from domain upsampling at the end of training Paper • 2406.03476 • Published Jun 5, 2024 • 4
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Paper • 2502.02737 • Published Feb 4, 2025 • 260