A compact base model that punches above its weight class in context handling — 128K tokens is unusually generous for a 2.6B parameter model. As a base model, it arrives without instruction tuning, meaning it completes text rather than following directions, making it a raw foundation for fine-tuning rather than a ready-to-use assistant. Its small footprint makes it deployable in constrained environments.