image imagewidth (px) 420 635 | raw_queries listlengths 1 1 | broad_topical_query stringclasses 10
values | broad_topical_explanation stringclasses 10
values | specific_detail_query stringclasses 10
values | specific_detail_explanation stringclasses 10
values | visual_element_query stringclasses 10
values | visual_element_explanation stringclasses 10
values | parsed_into_json bool 1
class | markdown stringclasses 9
values | inference_info stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
[
"{\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 | OUT OF THIS WORLD
UFO FlyBys in Middle Tennessee
BY JOYSA M. WINTER
I aVere Pisut is well aware that some people out there think she is crazy. If they're right—if she really has hopped the loop, so to speak—she at least knows people think she's nuts. Her story is so bizarre, in fact, that sometimes Pisut herself can... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\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 | A Waco Snake.
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 nor less than a snake with legs. The snake which was a small one, not more than sixteen inches long, was what is known as ... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\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 | M o u n t
Clemens,
Michigan,
muy cerca
del lago St.
Clary dela
Base Aé-
readé Self-
ndge.
Como alas
14:30 ob-
servaron
un objeto
suspendi-
do sobre el
lago duran-
te 10 minutos. En ese momento tomaron las
4 fotos con una cámara Polaroid Swinger,
antes de que el objeto partiera a una "veloci-
dad mucho mayor" que la de ... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\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 | "HIKOLA TESLA'S INVENTIONS"
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 borders. He offered this protection to the Governments of the United States and Great... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\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 | Page 4:
Left At East Gate: Cont;
Witnesses claim to have seen a strange object rest above the grass, then zoom in and out through the trees. Small beings with large black cat-like eyes who 'floated' and conversed, [telepathically] with American Air-Force personnel were also observed. Several of the witnesses to the e... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\n \"broad_topical_query\": \"British Unidentified Flying Object Research Association report on strange events\",\n \"broad_topical_explanation\": \"This query targets the main subject of the document, which is the report on strange events involving unidentified flying objects.\",\n \"specific_detail_query\": ... | British Unidentified Flying Object Research Association report on strange events | This query targets the main subject of the document, which is the report on strange events involving unidentified flying objects. | Mr. Bellenger's experience with a cloud-like object | This query focuses on a specific detail mentioned in the document, which is Mr. Bellenger's experience with a cloud-like object. | No visual element query | There are no relevant visual elements in the document, so a visual element query is not applicable. | true | B.U.F.O.R.A REPORTS
(British Unidentified Flying Object Research Association - 3 Devendish Rd - Weeks - Winchester - Hampshire - England)
At 1:30 PM on Saturday the 18th May, 1968, Mr. Bellenger of Swansea, Glamorgan decided to go out of the front entrance of his maisonette for a breath of fresh air. On this clear, su... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\n \"broad_topical_query\": \"Document about the Thule Society and its connection to Hitler\",\n \"broad_topical_explanation\": \"This query is effective because it covers the main subject of the document, which is the Thule Society and its relationship with Hitler.\",\n \"specific_detail_query\": \"Thule Gese... | Document about the Thule Society and its connection to Hitler | This query is effective because it covers the main subject of the document, which is the Thule Society and its relationship with Hitler. | Thule Gesellschaft: Isla Blanca, Corazón Negro | This query is effective because it refers to a specific section of the document that discusses the Thule Society and its connection to Hitler. | Page 22 of the document | This query is effective because it refers to the specific page number mentioned in the document, which is likely to be a unique identifier for this document. | true | de la revista Ostara. Lanz se los regaló al percibir el estado de miseria del joven.”.
Investigaciones posteriores confirmaron que el domicilio que dejó Hitler a Lanz corresponde a la pensión que habitó por espacio de un año en Viena. ¿Por qué entonces se sugiere que estos relatos carecen de veracidad?. “Para unos se ... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\n \"broad_topical_query\": \"Document about crop circles and The Reaper\",\n \"broad_topical_explanation\": \"This query is effective because it covers the main subject of the document, which is the investigation of crop circles and the event known as The Reaper.\",\n \"specific_detail_query\": \"Schnabel's c... | Document about crop circles and The Reaper | This query is effective because it covers the main subject of the document, which is the investigation of crop circles and the event known as The Reaper. | Schnabel's claim to have created the 'charm bracelet' | This query is effective because it focuses on a specific fact mentioned in the document, which is Schnabel's claim to have created the 'charm bracelet'. | Image of crop circles | This query is effective because it refers to the image of crop circles present in the document, which can be used to identify the document in a visual search. | true | The Reaper (continued)
zenith and the less uncomfortable his job would be. Or could it have been because (as someone suggested) a late arrival creates a more dramatic entrance?
Schnabel had previously announced that he would probably attempt a similar formation to last year's Silbury Hill "charm bracelet" and some pe... | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\n \"broad_topical_query\": \"Approche magazine on UFOs and mysterious phenomena\",\n \"broad_topical_explanation\": \"This query targets the main subject of the document, which is the magazine 'Approche' discussing UFOs and mysterious phenomena.\",\n \"specific_detail_query\": \"Société d'Étude des Phénomènes... | Approche magazine on UFOs and mysterious phenomena | This query targets the main subject of the document, which is the magazine 'Approche' discussing UFOs and mysterious phenomena. | Société d'Étude des Phénomènes Spatiaux | This query focuses on a specific detail mentioned in the document, which is the name of the society studying space phenomena. | Frontier of the Strange | This query references the visual element in the document, which is the title 'Aux Frontières de l'Étrange' and the accompanying image of a man and a woman. | true | [OCR FAILED] | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... | |
[
"{\n \"broad_topical_query\": \"Canaries UFO dossier\",\n \"broad_topical_explanation\": \"This query targets the main subject of the document, which is the UFO dossier related to the Canaries.\",\n \"specific_detail_query\": \"150,000 km\",\n \"specific_detail_explanation\": \"This query focuses on a specific ... | Canaries UFO dossier | This query targets the main subject of the document, which is the UFO dossier related to the Canaries. | 150,000 km | This query focuses on a specific detail mentioned in the document, which is the distance traveled by the person in pursuit of UFOs. | 2 | This query references the page number of the document, which might be used to identify the specific document in a larger corpus. | true | [OCR FAILED] | [{"column_name": "markdown", "model_id": "deepseek-ai/DeepSeek-OCR", "processing_date": "2026-02-12T15:07:10.783205", "prompt": "<image>\nFree OCR.", "prompt_mode": "free", "batch_size": 8, "max_tokens": 8192, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "deepseek-ocr-vllm.py", "script_version": "2.0... |
Document OCR using DeepSeek-OCR
This dataset contains markdown-formatted OCR results from images in davanstrien/ufo-ColPali using DeepSeek-OCR.
Processing Details
- Source Dataset: davanstrien/ufo-ColPali
- Model: deepseek-ai/DeepSeek-OCR
- Number of Samples: 10
- Processing Time: 1.8 min
- Processing Date: 2026-02-12 15:07 UTC
Configuration
- Image Column:
image - Output Column:
markdown - Dataset Split:
train - Batch Size: 8
- Max Model Length: 8,192 tokens
- Max Output Tokens: 8,192
- GPU Memory Utilization: 80.0%
Model Information
DeepSeek-OCR is a state-of-the-art document OCR model that excels at:
- LaTeX equations - Mathematical formulas preserved in LaTeX format
- Tables - Extracted and formatted as HTML/markdown
- Document structure - Headers, lists, and formatting maintained
- Image grounding - Spatial layout and bounding box information
- Complex layouts - Multi-column and hierarchical structures
- Multilingual - Supports multiple languages
Dataset Structure
The dataset contains all original columns plus:
markdown: The extracted text in markdown format with preserved structureinference_info: JSON list tracking all OCR models applied to this dataset
Usage
from datasets import load_dataset
import json
# Load the dataset
dataset = load_dataset("{{output_dataset_id}}", split="train")
# Access the markdown text
for example in dataset:
print(example["markdown"])
break
# View all OCR models applied to this dataset
inference_info = json.loads(dataset[0]["inference_info"])
for info in inference_info:
print(f"Column: {{info['column_name']}} - Model: {{info['model_id']}}")
Reproduction
This dataset was generated using the uv-scripts/ocr DeepSeek OCR vLLM script:
uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/deepseek-ocr-vllm.py \\
davanstrien/ufo-ColPali \\
<output-dataset> \\
--image-column image
Performance
- Processing Speed: ~0.1 images/second
- Processing Method: Batch processing with vLLM (2-3x speedup over sequential)
Generated with UV Scripts
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