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upvoted a paper 2 months ago

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Paper • 2502.02508 • Published Feb 4 • 23

upvoted a paper 3 months ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 275

upvoted a paper 4 months ago

VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment

Paper • 2410.01679 • Published Oct 2, 2024 • 25

upvoted 3 papers 6 months ago

Quantifying Generalization Complexity for Large Language Models

Paper • 2410.01769 • Published Oct 2, 2024 • 14

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1, 2024 • 149

Law of the Weakest Link: Cross Capabilities of Large Language Models

Paper • 2409.19951 • Published Sep 30, 2024 • 54

upvoted a collection 7 months ago

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 • 582

upvoted a paper 8 months ago

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12, 2024 • 71