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Numind releases NuExtract3, a 4B open-weight VLM for document extraction

By PulseAugur Editorial · [2 sources] ·

Numind has released NuExtract3, an open-weight 4B visual language model designed for extracting information from complex documents. Built on Qwen3.5-4B and licensed under Apache-2.0, this model can convert document images to Markdown, extract structured data into JSON templates, and handle various visual inputs. It is designed to be self-hostable with minimal VRAM requirements and offers multiple weight formats for broad compatibility. AI

IMPACT Provides a self-hostable, open-weight alternative for document information extraction tasks.

RANK_REASON Release of an open-weight model from a non-frontier lab.

Read on r/MachineLearning →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Numind releases NuExtract3, a 4B open-weight VLM for document extraction

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Research
Release of an open-weight model from a non-frontier lab.
Source corroboration
2 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
model release, product
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
139 days old
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Full methodology in our editorial standards.

COVERAGE [2]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Gailenstorm ·

    NuExtract3 released: open-weight 4B VLM for Markdown, OCR and structured extraction (self-hostable)

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tn8utn/nuextract3_released_openweight_4b_vlm_for/"> <img alt="NuExtract3 released: open-weight 4B VLM for Markdown, OCR and structured extraction (self-hostable)" src="https://preview.redd.it/2kyyubbs9a3h1.jp…

  2. r/MachineLearning TIER_1 English(EN) · /u/Gailenstorm ·

    NuExtract3 released: open-weight 4B VLM for Markdown, OCR and structured extraction (self-hostable) [P]

    <table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1tkejqr/nuextract3_released_openweight_4b_vlm_for/"> <img alt="NuExtract3 released: open-weight 4B VLM for Markdown, OCR and structured extraction (self-hostable) [P]" src="https://preview.redd.it/pm2xboo…

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