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upvoted a paper 3 days ago

LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents

Paper • 2608.17393 • Published 5 days ago • 24

upvoted a collection 3 days ago

Lego-RL

Collection

Harness-native RL for coding agents: the trained policy and the training task index. • 3 items • Updated 3 days ago • 11

upvoted a paper 6 days ago

Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus

Paper • 2608.12149 • Published 11 days ago • 30

upvoted a paper 11 days ago

UniMoMo: Expert Merging-Based MoE Acceleration for Large Recommendation Models

Paper • 2608.08627 • Published 14 days ago • 14

upvoted a collection 3 months ago

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 299 items • Updated about 12 hours ago • 69

upvoted a paper 3 months ago

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond

Paper • 2605.19660 • Published May 19 • 40

upvoted a paper 4 months ago

LARY: A Latent Action Representation Yielding Benchmark for Generalizable Vision-to-Action Alignment

Paper • 2604.11689 • Published Apr 13 • 21

upvoted a collection 4 months ago

cool-papers

Collection

117 items • Updated 12 days ago • 11

upvoted a paper 4 months ago

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation

Paper • 2604.10098 • Published Apr 11 • 82

upvoted a paper 5 months ago

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning

Paper • 2603.23483 • Published Mar 24 • 62

upvoted 2 papers 7 months ago

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 106

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published Jan 20 • 49

upvoted a paper 8 months ago

SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving

Paper • 2601.01426 • Published Jan 4 • 25

upvoted 2 papers 9 months ago

Unveiling Super Experts in Mixture-of-Experts Large Language Models

Paper • 2507.23279 • Published Jul 31, 2025 • 1

DoPE: Denoising Rotary Position Embedding

Paper • 2511.09146 • Published Nov 12, 2025 • 98

upvoted a paper 11 months ago

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Paper • 2505.06708 • Published May 10, 2025 • 11