Wednesday, July 22, 2026

Sparrow Standard Mode: Document Extraction with Ministral 14B

A look at Sparrow's Standard tier, powered by Ministral 3 14B via MLX-VLM.

In this video I run a document through Sparrow's UI (sparrow.katanaml.io/process) using the Standard model — Ministral 14B. It extracts structured line-item data into clean, valid JSON in about 22 seconds, no schema drift, no formatting issues.

Ministral 14B is the default model behind Sparrow's Standard tier — built for fast, everyday document extraction with strong accuracy, running fully local with no cloud dependencies.

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