A compact base model that punches above its weight class in context handling — 128K tokens is unusually generous for a 230M parameter model. As a base model, it has no instruction tuning or chat formatting, so it outputs raw continuations rather than structured responses. Expect it to be fast and lightweight, suited for environments where memory and compute are constrained.