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README.md

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 ---
-dataset_info:
-  features:
-  - name: gt_page_id
-    dtype: string
-  - name: image_filename
-    dtype: string
-  - name: image_width
-    dtype: int64
-  - name: image_height
-    dtype: int64
-  - name: full_text
-    dtype: string
-  - name: n_regions
-    dtype: int64
-  - name: n_text_regions
-    dtype: int64
-  - name: n_image_regions
-    dtype: int64
-  - name: n_table_regions
-    dtype: int64
-  - name: n_separator_regions
-    dtype: int64
-  - name: region_types
-    dtype: string
-  - name: has_image
-    dtype: bool
-  - name: has_table
-    dtype: bool
-  - name: regions_json
-    dtype: string
-  - name: raw_xml
-    dtype: string
-  - name: creator
-    dtype: string
-  - name: created
-    dtype: string
-  - name: last_change
-    dtype: string
-  - name: volume
-    dtype: string
-  - name: seq_in_volume
-    dtype: int64
-  - name: source_repo
-    dtype: string
-  - name: license
-    dtype: string
-  - name: source
-    dtype: string
-  - name: ia_identifier
-    dtype: string
-  - name: ia_leaf
-    dtype: float64
-  - name: align_score
-    dtype: float64
-  - name: image_source
-    dtype: string
-  - name: image
-    dtype: image
-  - name: markdown
-    dtype: string
-  - name: inference_info
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 583851
-    num_examples: 10
-  download_size: 578677
-  dataset_size: 583851
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+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)