All Articles
1 min read
Исследования2026年10月26日

HyScale: Scaling Long-Context Training for Learned Sparse Attention

arXiv:2610.32057v1 Announce Type: new Abstract: We present HyScale, a long-context training system for learned sparse attention. Learned sparse attention is a promising architecture for million-token contexts, widely adopted in production since DeepSeek-V3.2. Selection, however,…

Yangsheng Deng, Xinjing Huang, Yulong Wang, Yunzhuo Liu, Jun Hu, Shuyong Tang, Junchi Zeng, Mingji Han, Ray Ying, Key Zhang, Luo Mai·arXiv — cs.AI
Original Source
Key Takeaways
  • 01.arXiv:2610.32057v1 Announce Type: new Abstract: We present HyScale, a long-context training system for learned sparse attention
  • 02.Learned sparse attention is a promising architecture for million-token contexts, widely adopted in production since DeepSeek-V3.2
  • 03.Selection, however,…

This material is provided as an extended analytical summary.

Read full article at source
Aggregated within AI Qazaqstan national intelligence stream with author attribution.

Related Intelligence

All stories →
Исследования1 мин

FairStress: тест на демографическую справедливость моделей

📌 FairStress: тест на демографическую справедливость моделей Институт Аллена опубликовал набор FairStress для проверки того, меняет ли языковая модель своё решение о человеке из-за его расы, пола, религии, возраста, инвалидности или ориентации в сферах найма, кредитования,…

Telegram — AI Machine Learning Big Data