Evaluating Language Models as Synthetic Data Generators Paper • 2412.03679 • Published Dec 4, 2024 • 46
O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Paper • 2411.16489 • Published Nov 25, 2024 • 42
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions Paper • 2411.14405 • Published Nov 21, 2024 • 58
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use Paper • 2411.10323 • Published Nov 15, 2024 • 32
Large Language Models Can Self-Improve in Long-context Reasoning Paper • 2411.08147 • Published Nov 12, 2024 • 63
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search Paper • 2408.08152 • Published Aug 15, 2024 • 54
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Paper • 2406.11931 • Published Jun 17, 2024 • 62
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Paper • 2408.06195 • Published Aug 12, 2024 • 70
Direct Language Model Alignment from Online AI Feedback Paper • 2402.04792 • Published Feb 7, 2024 • 31
Solving math word problems with process- and outcome-based feedback Paper • 2211.14275 • Published Nov 25, 2022 • 8
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published 25 days ago • 89
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking Paper • 2501.09751 • Published 22 days ago • 47
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published 22 days ago • 36
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Paper • 2502.02737 • Published 3 days ago • 110
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Paper • 2501.17161 • Published 10 days ago • 100