A compact, fast-moving specialist that converts text into dense vector representations. Built on TinyBERT's distilled architecture with only 6 layers, it trades raw capacity for speed and efficiency — processing sentences quickly with a modest 512-token window. It won't match larger encoders on nuanced semantic tasks, but punches reasonably well for its size.