FLAMIA: FLAsh MIcroscaling Attention for Fast and Causally Safe Training on Blackwell Paper • 2611.03344 • Published 10 days ago • 21
LANTERN: Illuminating Hidden Mathematical Knowledge in Language Models Paper • 2609.32264 • Published Sep 26 • 34
Disaggregated Quantization: Specializing LLM Prefill and Decode Paper • 2609.26333 • Published Sep 22 • 83
Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs Paper • 2609.29845 • Published Sep 24 • 89
One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining Paper • 2606.30634 • Published Jun 29 • 23
Reasoning Shift: How Context Silently Shortens LLM Reasoning Paper • 2604.01161 • Published Apr 1 • 31
Rethinking Global Text Conditioning in Diffusion Transformers Paper • 2602.09268 • Published Feb 9 • 9
MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML Paper • 2509.06806 • Published Sep 8, 2025 • 29
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Paper • 2508.11383 • Published Aug 15, 2025 • 40