interfaze-ai/interfaze-1-lite · Hugging Face

Interfaze 1 Lite is a mixture-of-architectures (MoA) model for developer workloads: reading documents, transcribing speech, locating objects and interface elements, and answering over all of it with structured output.

A single vision-language reasoning core works alongside a set of specialist architectures, each built for one kind of perception. The core reads the request, decides which specialists to run, and composes the answer from what they return. The whole model runs on one 80 GB GPU with no external services.

Key features: Document understanding, Speech transcription, Open-vocabulary object detection, Structured output, Translation, forecasting and guardrails, Multilingual reasoning.