Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning
arXiv:2510.19338v2 Announce Type: replace-cross Abstract: In this technical report, we present the Ring-linear model series, specifically including Ring-mini-linear-2.0 and Ring-flash-linear-2.0.…