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upvoted 2 papers about 5 hours ago

The Curse of Depth in Large Language Models

Paper • 2502.05795 • Published 5 days ago • 23

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published 2 days ago • 21

liked a dataset about 16 hours ago

open-r1/OpenR1-Math-Raw

Viewer • Updated 1 day ago • 516k • 50

upvoted 3 papers 1 day ago

LM2: Large Memory Models

Paper • 2502.06049 • Published 4 days ago • 25

Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published 9 days ago • 19

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published 3 days ago • 20

upvoted 5 papers 3 days ago

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Paper • 2502.06772 • Published 3 days ago • 14

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Paper • 2502.05003 • Published 6 days ago • 38

Matryoshka Quantization

Paper • 2502.06786 • Published 3 days ago • 21

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published 3 days ago • 109

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published 3 days ago • 47

liked a dataset 3 days ago

open-r1/OpenR1-Math-220k

Viewer • Updated 1 day ago • 450k • 2.43k • 246

liked a dataset 5 days ago

nebius/SWE-agent-trajectories

Viewer • Updated Dec 23, 2024 • 80k • 353 • 49

upvoted a collection 6 days ago

ModernBERT

Collection

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 134

upvoted 2 papers 7 days ago

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published 9 days ago • 158

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published 8 days ago • 37

upvoted 4 papers 8 days ago

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published 9 days ago • 19

A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods

Paper • 2502.01618 • Published 10 days ago • 8

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published 8 days ago • 47

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 8 days ago • 49