Muon Outperforms Adam in Tail-End Associative Memory Learning Paper • 2509.26030 • Published Sep 30 • 19
From Harm to Help: Turning Reasoning In-Context Demos into Assets for Reasoning LMs Paper • 2509.23196 • Published Sep 27 • 9
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1 • 72
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2 • 83
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers Paper • 2508.14704 • Published Aug 20 • 42
Understanding R1-Zero-Like Training: A Critical Perspective Paper • 2503.20783 • Published Mar 26 • 56
SkyLadder: Better and Faster Pretraining via Context Window Scheduling Paper • 2503.15450 • Published Mar 19 • 12
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training Paper • 2411.13476 • Published Nov 20, 2024 • 16