Interfaze-1-lite is an Apache 2.0 open-weight model for deterministic tasks—OCR, speech-to-text, classification, and object detection—returning typed JSON with bounding boxes and confidence scores on a single 80 GB GPU.

Its architecture pairs a reasoning core with specialist perception models to produce schema-matched output. API pricing is $0.85 per million input tokens and $1.50 per million output tokens with a 128k context window.