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rldy

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upvoted a paper about 11 hours ago

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

upvoted a paper about 11 hours ago

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

upvoted a paper about 11 hours ago

Matryoshka Quantization

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rldy's activity

upvoted 5 papers about 11 hours ago

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Paper • 2502.06772 • Published about 24 hours ago • 10

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

Paper • 2502.05003 • Published 4 days ago • 35

Matryoshka Quantization

Paper • 2502.06786 • Published about 23 hours ago • 9

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

Paper • 2502.06703 • Published 1 day ago • 53

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published about 23 hours ago • 34

upvoted a collection 4 days ago

ModernBERT

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

upvoted 2 papers 4 days ago

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

Paper • 2502.02737 • Published 7 days ago • 153

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published 6 days ago • 37

upvoted 2 papers 5 days ago

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published 7 days ago • 18

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

Paper • 2502.01618 • Published 8 days ago • 8

upvoted 2 papers 6 days ago

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published 6 days ago • 44

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 6 days ago • 48

upvoted 3 papers 8 days ago

Scalable-Softmax Is Superior for Attention

Paper • 2501.19399 • Published 11 days ago • 20

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published 11 days ago • 34

s1: Simple test-time scaling

Paper • 2501.19393 • Published 11 days ago • 98

upvoted 2 papers 19 days ago

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 21 days ago • 91

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 20 days ago • 314

upvoted a paper 20 days ago

Reasoning Language Models: A Blueprint

Paper • 2501.11223 • Published 23 days ago • 31

upvoted a paper 22 days ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published 26 days ago • 105

upvoted a paper 25 days ago

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Paper • 2501.09732 • Published 26 days ago • 67