A compact, efficient text encoder that converts text into dense vector representations. At 300M parameters, it trades raw capacity for speed and deployability, making it practical for environments where resource constraints matter. It runs via the ONNX runtime, which means it can be dropped into a wide variety of deployment pipelines without framework-specific dependencies.