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upvoted a paper 1 day ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published 5 days ago • 275

upvoted a paper 5 days ago

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

Paper • 2604.04921 • Published 7 days ago • 102

upvoted a paper 7 days ago

Self-Distilled RLVR

Paper • 2604.03128 • Published 10 days ago • 154

upvoted a paper 17 days ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published 18 days ago • 53

upvoted a paper 25 days ago

Attention Residuals

Paper • 2603.15031 • Published 27 days ago • 179

upvoted a paper about 1 month ago

Progressive Residual Warmup for Language Model Pretraining

Paper • 2603.05369 • Published Mar 5 • 36

upvoted a paper about 2 months ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93