NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Paper • 2502.13124 • Published Feb 18 • 6
Self-rewarding correction for mathematical reasoning Paper • 2502.19613 • Published Feb 26 • 82
Qwen2.5 Collection Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 46 items • Updated Feb 26 • 579
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Paper • 2502.19361 • Published Feb 26 • 27
Byte Latent Transformer: Patches Scale Better Than Tokens Paper • 2412.09871 • Published Dec 13, 2024 • 95
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Paper • 2501.03226 • Published Jan 6 • 44
Running 2.4k 2.4k The Ultra-Scale Playbook 🌌 The ultimate guide to training LLM on large GPU Clusters
Diverse Inference and Verification for Advanced Reasoning Paper • 2502.09955 • Published Feb 14 • 17
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published Jan 16 • 39
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot Paper • 2501.09012 • Published Jan 15 • 10
Training Large Language Models to Reason in a Continuous Latent Space Paper • 2412.06769 • Published Dec 9, 2024 • 81
Star Attention: Efficient LLM Inference over Long Sequences Paper • 2411.17116 • Published Nov 26, 2024 • 54
Can Models Learn Skill Composition from Examples? Paper • 2409.19808 • Published Sep 29, 2024 • 10