image image | raw_queries list | broad_topical_query string | broad_topical_explanation string | specific_detail_query string | specific_detail_explanation string | visual_element_query string | visual_element_explanation string | parsed_into_json bool | inference_info string | markdown string |
|---|---|---|---|---|---|---|---|---|---|---|
[
"{\n \"broad_topical_query\": \"UFO FlyBys in Middle Tennessee\",\n \"broad_topical_explanation\": \"This query targets the main subject of the document, which is the reported UFO sightings in Middle Tennessee.\",\n \"specific_detail_query\": \"David Copperfield special\",\n \"specific_detail_explanation\": \"T... | UFO FlyBys in Middle Tennessee | This query targets the main subject of the document, which is the reported UFO sightings in Middle Tennessee. | David Copperfield special | This query focuses on a specific detail mentioned in the document, which is the David Copperfield special that the author and her husband were watching. | Image of a man and woman | This query references the visual element in the document, which is the image of a man and woman sitting on the porch. | true | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown", "timestamp": "2026-06-30T13:45:02.730385", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": false, "grounding_column": null, "script": "unlimited-ocr-vllm.py", "sc... | <|det|>aside_text [33, 66, 52, 345]<|/det|>NA SETVILLE SCENE, Raleigh 11th, TN Oct. 26, 1995, GR: B. Kilsmark
<|det|>title [207, 66, 750, 194]<|/det|>OUT OF THIS
WORLD
<|det|>title [115, 201, 847, 228]<|/det|>UFO FlyBys in Middle Tennessee
<|det|>text [410, 234, 546, 247]<|/det|>BY JOYSA M. WINTER
<|det|>text [65, 275,... | |
[
"{\n \"broad_topical_query\": \"Snake with legs and feet reported in Africa\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is the report of a snake with legs and feet found in Africa.\",\n \"specific_detail_query\": \"Snake with legs and feet reported in Afric... | Snake with legs and feet reported in Africa | This query focuses on the main subject of the document, which is the report of a snake with legs and feet found in Africa. | Snake with legs and feet reported in Africa, 1899 | This query is more specific, focusing on the date and location mentioned in the document. | Document page with text | This query refers to the visual element of the document page, which includes the text content and layout. | true | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown", "timestamp": "2026-06-30T13:45:02.730385", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": false, "grounding_column": null, "script": "unlimited-ocr-vllm.py", "sc... | <|det|>title [344, 42, 663, 88]<|/det|>A Waco Snake.
<|det|>text [130, 94, 875, 611]<|/det|>Waco Telephone: J. W. Boynton brought to the Telephone yesterday afternoon what was a genuine curiosity and the existence of which has been denied by some people. It was nothing more or less than a snake with legs. The snake whi... | |
[
"{\n \"broad_topical_query\": \"Document about Mount Clemens, Michigan\",\n \"broad_topical_explanation\": \"This query is effective because it covers the main subject of the document, which is the investigation of a UFO sighting in Mount Clemens, Michigan.\",\n \"specific_detail_query\": \"Document mentioning D... | Document about Mount Clemens, Michigan | This query is effective because it covers the main subject of the document, which is the investigation of a UFO sighting in Mount Clemens, Michigan. | Document mentioning Dr. Hynek and the OVNI | This query is effective because it focuses on a specific detail from the document, which is the involvement of Dr. Hynek in the investigation of the OVNI. | Document with a picture of Paris 67a | This query is effective because it references a visual element in the document, which is the picture of Paris 67a, and can help in retrieving the document. | true | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown", "timestamp": "2026-06-30T13:45:02.730385", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": false, "grounding_column": null, "script": "unlimited-ocr-vllm.py", "sc... | <|det|>image [68, 55, 307, 290]<|/det|>
<|det|>image_caption [149, 294, 290, 328]<|/det|>Donald y Grant
Jaroslaw
<|det|>text [363, 55, 470, 228]<|/det|>Mount Clemens, Michigan, muy cerca del lago St. Clarity de la Base Aéreade Self-ndge.
<|det|>text [364, 230, 470, 358]<|/det|>Como alas
14:30 ob-
servaron
un objeto
sus... | |
[
"{\n \"broad_topical_query\": \"Nikola Tesla's inventions and anti-war machine\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is Nikola Tesla's inventions, including his anti-war machine.\",\n \"specific_detail_query\": \"Circular craft like Flying Saucers\",\... | Nikola Tesla's inventions and anti-war machine | This query focuses on the main subject of the document, which is Nikola Tesla's inventions, including his anti-war machine. | Circular craft like Flying Saucers | This query targets a specific detail mentioned in the document, which is the circular craft similar to Flying Saucers. | Page 2 of a document | This query refers to the visual element of the document, which is page 2, to help identify the document in a larger corpus. | true | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown", "timestamp": "2026-06-30T13:45:02.730385", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": false, "grounding_column": null, "script": "unlimited-ocr-vllm.py", "sc... | <|det|>title [316, 79, 711, 102]<|/det|>"NIKOLA TESLA'S INVENTIONS"
<|det|>text [112, 125, 913, 187]<|/det|>HIS ANTI-WAR MACHINE was electrical in operation, and sets up an invisible and impenetrable curtain of polarized light, that can be directed along national boundaries, making any nation safe within its own border... | |
[
"{\n \"broad_topical_query\": \"UFO sightings and government involvement\",\n \"broad_topical_explanation\": \"This query would be effective because it covers the main subject of the document, which is the UFO sightings and the government's involvement in the events.\",\n \"specific_detail_query\": \"Larry Warre... | UFO sightings and government involvement | This query would be effective because it covers the main subject of the document, which is the UFO sightings and the government's involvement in the events. | Larry Warren and Peter Robbins | This query would be effective because it focuses on the individuals mentioned in the document, who are key figures in the UFO sightings and government involvement. | Page 4 of the document | This query would be effective because it refers to the specific page number mentioned in the document, which is likely to be a unique identifier for this page. | true | [{"model_id": "baidu/Unlimited-OCR", "model_name": "Unlimited-OCR", "column_name": "markdown", "timestamp": "2026-06-30T13:45:02.730385", "batch_size": 8, "max_tokens": 8192, "max_model_len": 32768, "gpu_memory_utilization": 0.8, "strip_grounding": false, "grounding_column": null, "script": "unlimited-ocr-vllm.py", "sc... | <|det|>header [68, 35, 172, 112]<|/det|>[Non-Text]
<|det|>header [298, 28, 660, 101]<|/det|>OUR ADDRESS: P.O.Box,3070,Whitehall, Dublin,9 Ireland.
<|det|>header [784, 38, 890, 112]<|/det|>[Non-Text]
<|det|>header [55, 126, 166, 145]<|/det|>ISSUE 3:
<|det|>header [223, 125, 442, 147]<|/det|>iufopra@indigo.ie
<|det|>head... |
Document OCR using Unlimited-OCR
This dataset contains OCR results for davanstrien/unlimited-ocr-smoke-v2 produced by baidu/Unlimited-OCR with vLLM.
Processing Details
- Source Dataset: davanstrien/unlimited-ocr-smoke-v2
- Model: baidu/Unlimited-OCR
- Number of Samples: 5
- Processing Time: 2.2 min
- Processing Date: 2026-06-30 13:49 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
from datasets import load_dataset
ds = load_dataset("davanstrien/unlimited-ocr-smoke-v2", split="train")
print(ds[0]["markdown"])
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/unlimited-ocr-smoke-v2 <output-dataset>
Generated with UV Scripts
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