A compact text model from ByteDance with a surprisingly generous 65K token context window for its size. At 2.6B parameters, it trades raw capability for efficiency and accessibility, making it lightweight enough to run locally while still handling longer documents. Its open-weight Apache 2.0 license means full transparency into its weights.