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[ARTICLE · art-164115] src=runtimewire.com ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

Dharma-AI's Gabriel Pimenta ships a 2B model that extracts document fields as JSON

Dharma-AI co-founder Gabriel Pimenta de Freitas Cardoso and three colleagues published the Dharma Field Extractor on November 4th, 2026, a 2-billion-parameter model that takes a document image and returns requested fields typed as JSON. The model was built on Dharma-AI's own OCR model and trained on 43,384 field-level examples, with Paulo Henrique de Medeiros Araujo, Bruno Duarte and Francisco de Almeida Rocha Alves listed as contributors on the Hugging Face announcement. The self-hosted 2B specialist targets high-volume back-office extraction pipelines where per-page frontier API costs compound.

by read1 min views6 publishedNov 4, 2026
Dharma-AI's Gabriel Pimenta ships a 2B model that extracts document fields as JSON
Image: Runtimewire (auto-discovered)

Co-founded by Gabriel Pimenta, Dharma-AI built its 2B extractor on its own OCR model and trained it on 43,384 field-level examples.

        By [Ryan Merket](https://runtimewire.com/author/ryan-merket)
        · Published 

Primary source: [Hugging Face Newsroom](https://huggingface.co/blog/Dharma-AI/dharma-field-extractor)

Why it matters #

Document extraction is a high-volume, measurable task where per-page frontier API costs compound fast. A self-hosted 2B specialist that holds its own on field-level accuracy changes the buying calculation for back-office pipelines, and tests whether Dharma-AI's specialization thesis extends from OCR to structured output.

Dharma-AI co-founder Gabriel Pimenta de Freitas Cardoso and three colleagues published the Dharma Field Extractor on November 4th, 2026, a 2-billion-parameter model that takes a document image and returns fields a downstream system asks for, typed as JSON. The announcement on Hugging Face lists Paulo Henrique de Medeiros Araujo, Bruno Duarte and Francisco de Almeida Rocha Alves alongside Cardoso as contributors.…

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