| --- |
| tags: |
| - ocr |
| - document-processing |
| - qianfan-ocr |
| - markdown |
| - uv-script |
| - generated |
| --- |
| |
| # Document OCR using Qianfan-OCR |
|
|
| This dataset contains OCR results from [davanstrien/ufo-ColPali](https://huggingface.co/datasets/davanstrien/ufo-ColPali) using Qianfan-OCR, Baidu's 4.7B end-to-end document intelligence model. |
|
|
| ## Processing Details |
|
|
| - **Source Dataset**: [davanstrien/ufo-ColPali](https://huggingface.co/datasets/davanstrien/ufo-ColPali) |
| - **Model**: [baidu/Qianfan-OCR](https://huggingface.co/baidu/Qianfan-OCR) |
| - **Number of Samples**: 2 |
| - **Processing Time**: 2.6 min |
| - **Processing Date**: 2026-06-05 10:30 UTC |
|
|
| ### Configuration |
|
|
| - **Image Column**: `image` |
| - **Output Column**: `markdown` |
| - **Dataset Split**: `train` |
| - **Batch Size**: 8 |
| - **Prompt Mode**: ocr |
| - **Layout-as-Thought**: Disabled |
| - **Thinking Traces**: Excluded |
| - **Max Model Length**: 16,384 tokens |
| - **Max Output Tokens**: 8,192 |
| - **GPU Memory Utilization**: 85.0% |
|
|
| ## Model Information |
|
|
| Qianfan-OCR key capabilities: |
| - #1 end-to-end model on OmniDocBench v1.5 (93.12) |
| - #1 on OlmOCR Bench (79.8) |
| - 192 language support |
| - Layout-as-Thought reasoning for complex documents |
| - Document parsing, table extraction, formula recognition, chart understanding |
| - Key information extraction |
|
|
| ## Dataset Structure |
|
|
| The dataset contains all original columns plus: |
| - `markdown`: The extracted text in markdown format |
| - `inference_info`: JSON list tracking all OCR models applied |
|
|
| ## Reproduction |
|
|
| ```bash |
| uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/qianfan-ocr.py \ |
| davanstrien/ufo-ColPali \ |
| <output-dataset> \ |
| --image-column image \ |
| --prompt-mode ocr \ |
| --batch-size 8 |
| ``` |
|
|
| Generated with [UV Scripts](https://huggingface.co/uv-scripts) |
|
|
