document_id stringclasses 2
values | page_number int32 1 4 | file_identifier stringclasses 5
values | image imagewidth (px) 600 600 | text stringclasses 5
values | alto_xml stringclasses 5
values | has_image bool 1
class | has_alto bool 1
class | document_metadata stringclasses 2
values | has_metadata bool 1
class | exam_type stringclasses 2
values | exam_year stringdate 1918-01-01 00:00:00 1920-01-01 00:00:00 | exam_reference stringclasses 1
value | markdown stringclasses 5
values | markdown_unlimited stringclasses 5
values | inference_info stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
143486138 | 1 | 143116563 | Circular No. 20.
Scottish Education Department;
Letters should be addressed—
“ The Secretary,
Whitehall,
London, S.W.l.”
SCOTTISH EDUCATION DEPARTMENT,
WHITEHALL,
LONDON, S.W.l.
loth January 1920.
SIR,
I AM to remind you that it is the duty of every Education
Authority to prepare and submit for the approval of the
Depa... | <?xml version="1.0" encoding="UTF-8"?>
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_125883965/i_143486138/168499299.23.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><... | true | true | Scottish Education Department - 1920 - GEB.16 | true | Scottish Education Department | 1920 | GEB.16 | GEB 23.
Circular No. 20.
Letters should be addressed—
"The Secretary,
Scottish Education Department,
Whitehall,
London, S.W.1."
SCOTTISH EDUCATION DEPARTMENT,
WHITEHALL,
LONDON, S.W.1.
13th January 1920.
SIR,
I am to remind you that it is the duty of every Education Authority to prepare and submit for the approv... | GCB 23.
Circular No. 20.
Letters should be addressed—
"The Secretary,
Scottish Education Department,
Whitehall,
London, S.W.1."
Scottish Education Department,
WHITEHALL,
LONDON, S.W.1.
13th January 1920.
SIR,
I AM to remind you that it is the duty of every Education Authority to prepare and submit for the approval of t... | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown_unlimited", "timestamp": "2026-07-03T09:40:45.389254", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": true, "grounding_column": null, "script": "unlimited-ocr-vllm... | |
143486138 | 2 | 143116575 | 2
receive, as soon as may be, and if possible not later than
March 3Jst, a formal statement showing clearly —
(a) The number of children (if any) residing beyond a radius
of three miles from the nearest school in the various
parts of your Authority’s area, and the provision
which is being made, or has been made, for th... | <?xml version="1.0" encoding="UTF-8"?>
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_125883965/i_143486138/168499299.23.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><... | true | true | Scottish Education Department - 1920 - GEB.16 | true | Scottish Education Department | 1920 | GEB.16 | <page_number>2</page_number>
receive, as soon as may be, and if possible not later than March 31st, a formal statement showing clearly—
(a) The number of children (if any) residing beyond a radius of three miles from the nearest school in the various parts of your Authority's area, and the provision which is being ma... | 2
receive, as soon as may be, and if possible not later than March 31st, a formal statement showing clearly—
(a) The number of children (if any) residing beyond a radius of three miles from the nearest school in the various parts of your Authority's area, and the provision which is being made, or has been made, for the... | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown_unlimited", "timestamp": "2026-07-03T09:40:45.389254", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": true, "grounding_column": null, "script": "unlimited-ocr-vllm... | |
143486138 | 3 | 143116587 | 3
Authority of his district for such financial assistance as he may
require towards maintenance and towards payment of fees, and
it will be necessary, if the scheme does not already provide
for the 'granting of such assistance, to amend it accordingly
forthwith.
I have the honour to be,
Sir,
Your obedient Servant,
To t... | <?xml version="1.0" encoding="UTF-8"?>
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_125883965/i_143486138/168499299.23.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><... | true | true | Scottish Education Department - 1920 - GEB.16 | true | Scottish Education Department | 1920 | GEB.16 | <page_number>3</page_number>
Authority of his district for such financial assistance as he may require towards maintenance and towards payment of fees, and it will be necessary, if the scheme does not already provide for the granting of such assistance, to amend it accordingly forthwith.
I have the honour to be,
Sir... | 3
Authority of his district for such financial assistance as he may require towards maintenance and towards payment of fees, and it will be necessary, if the scheme does not already provide for the granting of such assistance, to amend it accordingly forthwith.
I have the honour to be,
Sir,
Your obedient Servant,
J. Sm... | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown_unlimited", "timestamp": "2026-07-03T09:40:45.389254", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": true, "grounding_column": null, "script": "unlimited-ocr-vllm... | |
143486138 | 4 | 143116599 | <?xml version="1.0" encoding="UTF-8"?>
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_125883965/i_143486138/168499299.23.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><... | true | true | Scottish Education Department - 1920 - GEB.16 | true | Scottish Education Department | 1920 | GEB.16 | <watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<watermark>1812</watermark>
<... | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown_unlimited", "timestamp": "2026-07-03T09:40:45.389254", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": true, "grounding_column": null, "script": "unlimited-ocr-vllm... | |||
143486136 | 1 | 143116443 | "0!PMi\nCrOfS -23,\nCircular No. 3.\nSCOTTISH EDUCATION DEPARTMENT,\n8th April, 1919.\nEDUCATION (SC(...TRUNCATED) | "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED) | true | true | Education (Scotland) Act, 1918 - 1919 - GEB.16 | true | Education (Scotland) Act, 1918 | 1918 | GEB.16 | "GGB. 23.\n\nCircular No. 8.\nSCOTTISH EDUCATION DEPARTMENT,\n8th April, 1919.\n\nLetters should be (...TRUNCATED) | "GGB.23.\nLetters should be addressed—\n\"The Secretary,\nScottish Education Department,\nWhitehal(...TRUNCATED) | "[{\"model_id\": \"baidu/Unlimited-OCR\", \"model_name\": \"Unlimited-OCR\", \"column_name\": \"mark(...TRUNCATED) |
Document OCR using Unlimited-OCR
This dataset contains OCR results for davanstrien/exams-ocr-gpu-test produced by baidu/Unlimited-OCR with vLLM.
Processing Details
- Source Dataset: davanstrien/exams-ocr-gpu-test
- Model: baidu/Unlimited-OCR
- Number of Samples: 5
- Processing Time: 2.1 min
- Processing Date: 2026-07-03 09:40 UTC
- Output Column:
markdown_unlimited - Split:
train
Output
Grounding markup was stripped (--strip-grounding); the column holds clean text.
Tables are returned as HTML and equations as LaTeX.
Usage
from datasets import load_dataset
ds = load_dataset("davanstrien/run-header-dogfood-test", split="train")
print(ds[0]["markdown_unlimited"])
Reproduction
Generated with the uv-scripts/ocr Unlimited-OCR vLLM recipe. Unlimited-OCR needs Baidu's dedicated vLLM image:
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/exams-ocr-gpu-test <output-dataset>
Generated with UV Scripts
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