SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution Paper • 2502.18449 • Published 3 days ago • 54
Teaching Language Models to Critique via Reinforcement Learning Paper • 2502.03492 • Published 24 days ago • 23
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13 • 92
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9 • 95
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 258
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 91
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2 • 49
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 73
What indeed can GPT models do in chemistry? A comprehensive benchmark on eight tasks Paper • 2305.18365 • Published May 27, 2023 • 4
O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Paper • 2411.16489 • Published Nov 25, 2024 • 46
Power-LM Collection Dense & MoE LLMs trained with power learning rate scheduler. • 4 items • Updated Oct 17, 2024 • 15
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Paper • 2403.13372 • Published Mar 20, 2024 • 69
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions Paper • 2409.12958 • Published Sep 19, 2024 • 8