The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published 1 day ago • 82
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Paper • 2504.11536 • Published Apr 15 • 61
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models Paper • 2503.11224 • Published Mar 14 • 27
Qwen2.5-Coder Collection Code-specific model series based on Qwen2.5 • 40 items • Updated about 1 month ago • 316
view article Article Our Transformers Code Agent beats the GAIA benchmark! By m-ric and 1 other • Jul 1, 2024 • 88
view article Article Open-source DeepResearch – Freeing our search agents By m-ric and 4 others • Feb 4 • 1.25k
view article Article What is test-time compute and how to scale it? By Kseniase and 1 other • Feb 6 • 89
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10 • 153
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding Paper • 2501.18362 • Published Jan 30 • 22
view article Article Process Reinforcement through Implicit Rewards By ganqu and 1 other • Jan 3 • 27
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization Paper • 2412.17739 • Published Dec 23, 2024 • 42
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion Paper • 2407.08642 • Published Jul 11, 2024 • 11