Interfaze open-weights MoA model for OCR, speech and GUI grounding on one 80GB GPU
charles_irl · x · 2026-10-06
Startup Interfaze released interfaze-1-lite, an open-weight (Apache-2.0) mixture-of-architectures model aimed at "deterministic" developer workloads. A vision-language reasoning core dispatches specialist perception architectures and composes structured answers, running entirely on a single 80GB GPU with no external services.
Capabilities include document understanding (text, layout, tables from images, PDFs up to 50 pages, Word files — with bounding boxes and confidence per word), speech transcription with timestamps and diarization (95-minute audio in 90 seconds), open-vocabulary object detection and GUI grounding for computer-use agents, schema-constrained structured output, 160+ language translation, time-series forecasting, and guardrails. Weights are on Hugging Face.
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