MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention Paper • 2506.13585 • Published about 19 hours ago • 158
Seedance 1.0: Exploring the Boundaries of Video Generation Models Paper • 2506.09113 • Published 7 days ago • 79
Cartridges: Lightweight and general-purpose long context representations via self-study Paper • 2506.06266 • Published 11 days ago • 5
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published 18 days ago • 124
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 15 days ago • 154
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning Paper • 2505.21067 • Published 21 days ago • 3
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions Paper • 2505.19949 • Published 22 days ago • 16
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles Paper • 2505.19914 • Published 22 days ago • 42
QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization Paper • 2505.18092 • Published 25 days ago • 43
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning Paper • 2505.17667 • Published 25 days ago • 87
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 57
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Paper • 2505.07293 • Published May 12 • 26
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset Paper • 2412.02595 • Published Dec 3, 2024 • 5
NEMOTRON-CROSSTHINK: Scaling Self-Learning beyond Math Reasoning Paper • 2504.13941 • Published Apr 15 • 11
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Paper • 2504.12322 • Published Apr 11 • 28
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Paper • 2504.00509 • Published Apr 1 • 22
How to Get Your LLM to Generate Challenging Problems for Evaluation Paper • 2502.14678 • Published Feb 20 • 18