| --- |
| 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](https://huggingface.co/datasets/davanstrien/ufo-ColPali) using [Falcon OCR](https://huggingface.co/tiiuae/Falcon-OCR), a 0.3B early-fusion vision-language model. |
|
|
| ## Processing Details |
|
|
| - **Source Dataset**: [davanstrien/ufo-ColPali](https://huggingface.co/datasets/davanstrien/ufo-ColPali) |
| - **Model**: [tiiuae/Falcon-OCR](https://huggingface.co/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 |
|
|
| ```bash |
| 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](https://huggingface.co/uv-scripts) |
|
|
