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upvoted 2 papers 2 days ago

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Paper • 2606.30406 • Published Jun 29 • 22

GPTQ-2D: Cubic-Time Two-Sided Adaptive Rounding

Paper • 2607.27042 • Published 9 days ago • 19

upvoted 4 papers 7 days ago

ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation

Paper • 2607.13124 • Published 24 days ago • 20

TREK: Distill to Explore, Reinforce to Refine

Paper • 2607.05339 • Published Jul 6 • 9

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84

WARP: Weight-Space Analysis for Recovering Training Data Portfolios

Paper • 2607.01686 • Published Jul 2 • 11

upvoted 2 papers 9 days ago

Generative World Renderer at the Speed of Play

Paper • 2607.18703 • Published 17 days ago • 82

Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization

Paper • 2607.10169 • Published 27 days ago • 14

upvoted an article 9 days ago

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Article

LFM2.5-Encoders for Fast Long-Context Inference on CPU

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LiquidAI

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10 days ago

• 65

upvoted a paper 14 days ago

KAT-Coder-V2.5 Technical Report

Paper • 2607.05471 • Published Jul 6 • 12

upvoted 5 papers 18 days ago

What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness

Paper • 2607.08046 • Published 29 days ago • 14

Negligible in Size, Significant in Effect: On Scale Vectors in Large Language Models

Paper • 2605.26895 • Published May 26 • 23

DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning

Paper • 2605.25604 • Published May 25 • 139

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Paper • 2605.15726 • Published May 15 • 36

upvoted 5 papers 24 days ago

Morphing into Hybrid Attention Models

Paper • 2606.30562 • Published Jun 29 • 52

Efficient Reasoning via Thought-Training and Thought-Free Inference

Paper • 2511.03408 • Published Nov 5, 2025 • 1

Why Fine-Tuning Encourages Hallucinations and How to Fix It

Paper • 2604.15574 • Published Apr 16 • 26

ESPO: Early-Stopping Proximal Policy Optimization

Paper • 2605.29860 • Published May 28 • 21

Unsupervised Process Reward Models

Paper • 2605.10158 • Published May 11 • 28