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upvoted a paper 5 days ago

JustQuant: You Don't Need Smoothing, SVD, or Rotation for 4-Bit Activation Quantization

Paper • 2609.33601 • Published 9 days ago • 3

upvoted a paper 30 days ago

S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Paper • 2608.31100 • Published Aug 31 • 148

upvoted 2 papers about 1 month ago

WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution

Paper • 2608.27454 • Published Aug 27 • 36

Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models

Paper • 2608.27550 • Published Aug 27 • 84

upvoted 2 papers 2 months ago

PithTrain: A Compact and Agent-Native MoE Training System

Paper • 2605.31463 • Published May 29 • 1

FilmBench: A Film-Grade Benchmark for Cinematic Video Generation

Paper • 2607.24241 • Published Jul 27 • 7

upvoted a paper 3 months ago

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

Paper • 2607.07740 • Published Jul 8 • 25

upvoted 3 papers 4 months ago

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published Jun 12 • 96

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Paper • 2606.07297 • Published Jun 5 • 124

upvoted 2 papers over 1 year ago

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models

Paper • 2506.16054 • Published Jun 19, 2025 • 60

SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion

Paper • 2412.04301 • Published Dec 5, 2024 • 41