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rldy

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upvoted a paper 2 days ago

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

liked a dataset 2 days ago

xlangai/AgentTrek

liked a dataset 3 days ago

bethgelab/CuratedThoughts

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rldy's activity

upvoted a paper 2 days ago

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Paper • 2502.14768 • Published 3 days ago • 32

upvoted a paper 4 days ago

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Paper • 2502.13063 • Published 5 days ago • 60

upvoted 3 papers 5 days ago

CRANE: Reasoning with constrained LLM generation

Paper • 2502.09061 • Published 10 days ago • 18

ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published 7 days ago • 28

SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Paper • 2502.12115 • Published 6 days ago • 41

upvoted a paper 6 days ago

Diverse Inference and Verification for Advanced Reasoning

Paper • 2502.09955 • Published 9 days ago • 16

upvoted 2 papers 10 days ago

The Curse of Depth in Large Language Models

Paper • 2502.05795 • Published 14 days ago • 31

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published 12 days ago • 43

upvoted 3 papers 11 days ago

LM2: Large Memory Models

Paper • 2502.06049 • Published 14 days ago • 28

Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published 19 days ago • 23

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

Paper • 2502.07374 • Published 12 days ago • 33

upvoted 5 papers 12 days ago

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Paper • 2502.06772 • Published 13 days ago • 19

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

Paper • 2502.05003 • Published 16 days ago • 41

Matryoshka Quantization

Paper • 2502.06786 • Published 13 days ago • 25

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

Paper • 2502.06703 • Published 13 days ago • 134

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published 13 days ago • 59

upvoted a collection 16 days ago

ModernBERT

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 138

upvoted 2 papers 16 days ago

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

Paper • 2502.02737 • Published 19 days ago • 190

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published 18 days ago • 42

upvoted a paper 17 days ago

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published 19 days ago • 22