Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation Paper • 2510.10925 • Published Oct 13, 2025
Redesign Mixture-of-Experts Routers with Manifold Power Iteration Paper • 2606.12397 • Published Jun 10 • 89
Redesign Mixture-of-Experts Routers with Manifold Power Iteration Paper • 2606.12397 • Published Jun 10 • 89
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts Paper • 2601.22156 • Published Jan 29 • 15
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published Jan 20 • 49
view article Article Why Did MiniMax M2 End Up as a Full Attention Model? MiniMax-AI • Oct 30, 2025 • 80
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens Paper • 2508.01191 • Published Aug 2, 2025 • 240
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28, 2025 • 132
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning Paper • 2503.07365 • Published Mar 10, 2025 • 61