# Dharma AI releases Field Extractor, a 2B model that outputs structured JSON from documents

> Original title: Dharma Field Extractor: Any Document In, Structured Fields in JSON Out

- Source: Hugging Face Blog
- Published: 2026-11-04T17:50:10.000Z
- Bad Influence: https://badinfluence.news/items/xkpulgommpcqxiozdgi189zem
- Original: https://huggingface.co/blog/Dharma-AI/dharma-field-extractor

## Summary

Dharma AI releases Dharma Field Extractor, a 2-billion-parameter model that turns any document image into structured JSON fields. Users can request all fields with no schema or supply an exact schema, with null returned for missing values. The model is a LoRA adapter on DharmaOCR-LITE v1.1, trained on 43,384 examples; on a 546-document benchmark, Dharma says it outperforms four frontier LLM configurations on field-level F1 at lower cost.