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falcon-ocr-test-20

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metadata

tags:
  - ocr
  - document-processing
  - falcon-ocr
  - plain
  - uv-script
  - generated

Document Processing using Falcon OCR (plain mode)

This dataset contains OCR results from images in davanstrien/ufo-ColPali using Falcon OCR, a 0.3B early-fusion vision-language model.

Processing Details

Source Dataset: davanstrien/ufo-ColPali
Model: tiiuae/Falcon-OCR
Task Mode: plain - Full-page text extraction
Number of Samples: 20
Processing Time: 10.8 min
Processing Date: 2026-04-07 20:17 UTC

Configuration

Image Column: image
Dataset Split: train
Max Output Tokens: 2,048
Backend: Transformers

Model Information

Falcon OCR is a compact early-fusion model that processes image patches and text tokens in a shared Transformer. Key results:

80.3% on olmOCR benchmark
88.64% on OmniDocBench
87.1% on multi-column documents (best in class)
90.3% on tables (best in class)

Reproduction

uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/falcon-ocr.py \
    davanstrien/ufo-ColPali \
    <output-dataset> \
    --task-mode plain \
    --image-column image

Generated with UV Scripts