| --- |
| tags: |
| - ocr |
| - document-processing |
| - unlimited-ocr |
| - baidu |
| - markdown |
| - uv-script |
| - generated |
| --- |
| |
| # Document OCR using Unlimited-OCR |
|
|
| This dataset contains OCR results for [davanstrien/bhl-impact-groundtruth](https://huggingface.co/datasets/davanstrien/bhl-impact-groundtruth) |
| produced by [baidu/Unlimited-OCR](https://huggingface.co/baidu/Unlimited-OCR) with vLLM. |
|
|
| ## Processing Details |
|
|
| - **Source Dataset**: [davanstrien/bhl-impact-groundtruth](https://huggingface.co/datasets/davanstrien/bhl-impact-groundtruth) |
| - **Model**: [baidu/Unlimited-OCR](https://huggingface.co/baidu/Unlimited-OCR) |
| - **Number of Samples**: 10 |
| - **Processing Time**: 2.6 min |
| - **Processing Date**: 2026-07-29 10:44 UTC |
| - **Output Column**: `markdown` |
| - **Split**: `train` |
|
|
| ## Output |
|
|
| The column holds the model's raw layout-grounded markdown: text spans tagged `<|ref|>...<|/ref|>` with `<|det|>...<|/det|>` coordinate boxes (coords 0-1000). Strip them with `re.sub(r'<\|det\|>.*?<\|/det\|>', '', t)` then `re.sub(r'<\|/?ref\|>', '', t)`. |
|
|
| Tables are returned as HTML and equations as LaTeX. |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| ds = load_dataset("davanstrien/pr4598-header-ocr-test", split="train") |
| print(ds[0]["markdown"]) |
| ``` |
|
|
| ## Reproduction |
|
|
| Generated with the [uv-scripts/ocr](https://huggingface.co/datasets/uv-scripts/ocr) Unlimited-OCR |
| vLLM recipe. Unlimited-OCR needs Baidu's dedicated vLLM image: |
|
|
| ```bash |
| hf jobs uv run --flavor l4x1 -s HF_TOKEN \ |
| --image vllm/vllm-openai:unlimited-ocr --python /usr/bin/python3 \ |
| -e PYTHONPATH=/usr/local/lib/python3.12/dist-packages \ |
| https://huggingface.co/datasets/uv-scripts/ocr/raw/main/unlimited-ocr-vllm.py \ |
| davanstrien/bhl-impact-groundtruth <output-dataset> |
| ``` |
|
|
| Generated with [UV Scripts](https://huggingface.co/uv-scripts) |
|
|
