Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 8 days ago • 59
FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention Paper • 2606.09079 • Published Jun 8 • 66
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context Paper • 2602.12108 • Published Feb 12 • 13
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories Paper • 2602.05085 • Published Feb 4 • 5
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models Paper • 2511.23319 • Published Nov 28, 2025 • 25
AutoDeco Collection Chat with truly end-to-end LLMs with AutoDeco heads • 8 items • Updated Dec 20, 2025 • 6