A compact text encoder focused purely on producing embeddings rather than generating text. At 1B parameters with a modest 8k token context window, it operates as a specialist rather than a generalist — taking text in, producing dense vector representations out. Its open-weight MIT license makes it straightforward to inspect, fine-tune, or deploy without restrictions.