DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems Paper • 2610.28522 • Published 10 days ago • 74
ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models Paper • 2610.20503 • Published 16 days ago • 9
StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions Paper • 2610.17309 • Published 18 days ago • 81
FocusVTC: Efficient and High-Performance Visual Text Compression with Adaptive Resolution Paper • 2609.36651 • Published Sep 29 • 34
StartLux-Decision-v1 Collection Typed decision models from 0.8B to 27B. Every question comes back with a probability for each option. • 21 items • Updated 19 days ago • 12
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus Paper • 2608.12149 • Published Aug 12 • 27
ICA Lens: Interpreting Language Models Without Training Another Dictionary Paper • 2606.11722 • Published Jun 10 • 18
Hybrid Linear Attention Research Collection All 1.3B & 340M hybrid linear-attention experiments. • 62 items • Updated Sep 11, 2025 • 15