Datasets:

davanstrien
/

ocr-smoke-nanonets-v2-stable

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[ "{\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\": \"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.\",\n \"visual_element_query\": \"Image of a man and woman\",\n \"visual_element_explanation\": \"This query references the visual element in the document, which is the image of a man and woman sitting on the porch.\"\n}" ]	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	<header>MAURISVILLE SCENE, Nashville, TN - Oct. 26, 1995: Crt: B. Kimurd</header> # OUT OF THIS WORLD ## UFO FlyBys in Middle Tennessee BY JOYSA M. WINTER <img>Two men, one looking up and the other looking down, with a large, dark, angular object in the sky.</img> A Vere Pisut is well aware that some people out there think she is crazy. If they're right—if she really has hooped 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 barely believe it. It happened one cozy spring night, about a year ago last April. Pisut and her husband were sitting in the living room watching a David Copperfield special in their rural home about 10 miles outside Baxter, a small town near Cookeville. Pisut was excited that Copperfield, the magician, was performing some new tricks. Because the Copperfield program is one of her favorites, she was glued to the screen. Nevertheless, for no apparent reason, Pisut says, she abruptly got up from her seat and walked outside to her front porch. Soon, she says, her husband followed her outside as well. "For him to follow me out—we've been married almost 30 years—that was kind of unusual too," she remembers. While walking out the door, Pisut recalls, she craned her neck toward the sky, trying to see from under the eave of the porch. She felt a "strange vibration" through her shoulders, and she heard a low rumbling noise. Her husband asked her what she was looking at, and for a moment, there was nothing to see. Until... <img>Two women, one looking up and the other looking down, with a large, dark, angular object in the sky.</img> "They saw the light! Jeff Hart (left) and Marc 'Pugley' Pisut say they witnessed a strange light above the streets near Baxter in 1992. 'I swear, we weren't drunk and we weren't insane,' Pisut says." "Until all of a sudden, there were these lights, and they were all around us in an angular formation." Pisut says, pointing up to the sky. "I looked up and saw a large, dark, angular object in the sky among acres of cornstapled trees. It was very dark that night, no moon, and I couldn't see the stars. I didn't know I was looking at a UFO." Pisut says she knew how long she and her husband sat on the porch watching the object, and she says she was looking up in the air. But she guesses they stood there for a long time, and she says she was looking at it, all she can do is describe over the things she witnessed. "Why didn't we turn out the porch lights to see it better? Or grab a flashlight and shine it up here? We were sitting there and we had run off the porch to get a better look. I don't know how long we sat there." Once the object flew away across the trees, Pisut says, she and her husband sat there and then total silence. It was a queer stillness that lasted for a long time. "This was spring, and spring is not quiet," she says. "We had 150 chickens and roosters, 11 geese, five dogs, and there was no sound. I don't even know where the dogs were—and I don't know where the chickens were. I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so 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scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared, I was so scared,	[{"model_id": "nanonets/Nanonets-OCR2-3B", "model_name": "Nanonets-OCR2-3B", "column_name": "markdown", "timestamp": "2026-02-17T10:51:02.054556", "batch_size": 16, "max_tokens": 15000, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "nanonets-ocr2.py", "script_url": "https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr2.py"}]
[ "{\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 Africa, 1899\",\n \"specific_detail_explanation\": \"This query is more specific, focusing on the date and location mentioned in the document.\",\n \"visual_element_query\": \"Document page with text\",\n \"visual_element_explanation\": \"This query refers to the visual element of the document page, which includes the text content and layout.\"\n}" ]	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 about one not more than sixteen inches long, was what is known as a "thunder snake," the body being covered by alternate splotches of black and red, intermingled in a manner which made a very pretty effect, almost causing you to forget that you were looking at a serpent. The snake had two legs, each about two inches long, and the boys who killed him claim that he pulled himself along very rapidly by their aid. The legs were set opposite one another under his body about four inches from his head. Each leg had four toes or feelers. Above: Fort Worth Morning Register August 12th 1899 SNAKE WITH LEGS AND FEET IS REPORTED TO BE FOUND IN AFRICA The Sacramento Bee July 20th 1950 "A snake with four legs,feet and joints is reported to have been killed by the district commissioner in Kalabo, a distant area in the North Rhodesian bush. Many strange tales of unusual snakes have come from this district in the past. Whistling snakes have been reported and once the natives insisted they had found a snake which could sing." <page_number>71</page_number>	[{"model_id": "nanonets/Nanonets-OCR2-3B", "model_name": "Nanonets-OCR2-3B", "column_name": "markdown", "timestamp": "2026-02-17T10:51:02.054556", "batch_size": 16, "max_tokens": 15000, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "nanonets-ocr2.py", "script_url": "https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr2.py"}]
[ "{\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 Dr. Hynek and the OVNI\",\n \"specific_detail_explanation\": \"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.\",\n \"visual_element_query\": \"Document with a picture of Paris 67a\",\n \"visual_element_explanation\": \"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.\"\n}" ]	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	<img>Donald y Grant Jaroslaw</img> Donald y Grant Jaroslaw MOUNT Clemens, Michigan, muy cerca del lago St. Clair y del a. de la r. de la rea de Selfridge. Como alas 14:30 ob- ser varon 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 se alejara. "Un objeto muy mayor" que de la cual apenas apari- ción con un helicóptero sobrevolando el área. Los muchachos mostraron las fotos a su madre y le dijeron que eran autén- ticas, les llevaron a diarios locales. Los perio- distas entrevistaron al Mayor Raymond Nyls, de la Base Siffridge, quien supuestamente declaró que a esa hora un helicóptero había sobrevolado el área. "No estaba interesado en este objeto, había otras cosas que hacer", las fotografías de Nyls a los reporteros. "Son las mejores fotos que jamás he visto de un OVNI. Hasta se puede apre- lizar lo que parece ser una antena en el parque. Las 4 fotos tomadas en las fotos parecen ser hue- nas entre los ojos de Nyls. No presentaban manchas ni cam- bios de posición que indicaran que se trataba de un modelo. Además, el uso de una cama- ra Polaroid, que no es muy baraje en cuanto ocuro y los testigos parecían honestos y no tener Septiembre, 1995 / 60 Ampliación de la maqueta utilizada por los hermanos Jaroslaw Interés de publicidad personal: El mismo Dr. Myrnek efectuó el caso y declaró: "No tengo datos que me hagan dudar de la autenticidad de las fotos; hasta este momento, con toda honestidad, no puedo decir que se trate de un fraude, aunque tal posibilidad no debe elimi- narse por completo". La investigación efectuada por Myrnek lo llevó a hacer algunos datos curiosos que, sin embargo, desartieron sus sospechas. En primer lugar, el OVNI no fue captado por el radar de Siffridge, aunque el helicóptero sí. Su explicación fue que el OVNI volaba a poca altura y que el radar no podía detectar objetos de altitud. En segundo lugar, el helicóptero no era un avión militar, que debatería tenerlo sentido más crítico y de haber hecho una buena investigación, lo hubieran llevado a encontrar la verdad. Al ser estudiadas las fotos se comprobó que la del helicóp- tero era la tercera, la cuarta y la quinta, y que la de Nyls, lo mismo que las dos primeras. Al ser cuestionados, los mu- chachos explicaron que se- guirían verme el helicóp- tero mientras observaban el OVNI. Ellos no habían tenido emocionados que luego no se acordaran bien. Myrnek se trago tan burdo engaño! Nueve años después tendría- mos respuesta a este caso. En 1976 Myrnek recibió la at- guente carta: Paris 67 a	[{"model_id": "nanonets/Nanonets-OCR2-3B", "model_name": "Nanonets-OCR2-3B", "column_name": "markdown", "timestamp": "2026-02-17T10:51:02.054556", "batch_size": 16, "max_tokens": 15000, "gpu_memory_utilization": 0.8, "max_model_len": 8192, "script": "nanonets-ocr2.py", "script_url": "https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr2.py"}]

Document OCR using Nanonets-OCR2-3B

This dataset contains markdown-formatted OCR results from images in davanstrien/ufo-ColPali using Nanonets-OCR2-3B.

Processing Details

Source Dataset: davanstrien/ufo-ColPali
Model: nanonets/Nanonets-OCR2-3B
Model Size: 3.75B parameters
Number of Samples: 3
Processing Time: 5.1 minutes
Processing Date: 2026-02-17 10:51 UTC

Configuration

Image Column: image
Output Column: markdown
Dataset Split: train
Batch Size: 16
Max Model Length: 8,192 tokens
Max Output Tokens: 15,000
GPU Memory Utilization: 80.0%

Model Information

Nanonets-OCR2-3B 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
📝 Document structure - Headers, lists, and formatting maintained
🖼️ Images - Captions and descriptions included in <img> tags
☑️ Forms - Checkboxes rendered as ☐/☑
🔖 Watermarks - Wrapped in <watermark> tags
📄 Page numbers - Wrapped in <page_number> tags
🌍 Multilingual - Supports multiple languages

Dataset Structure

The dataset contains all original columns plus:

markdown: The extracted text in markdown format with preserved structure
inference_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 Nanonets OCR2 script:

uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr2.py \
    davanstrien/ufo-ColPali \
    <output-dataset> \
    --model nanonets/Nanonets-OCR2-3B \
    --image-column image \
    --batch-size 16 \
    --max-model-len 8192 \
    --max-tokens 15000 \
    --gpu-memory-utilization 0.8

Performance

Processing Speed: ~0.0 images/second
GPU Configuration: vLLM with 80% GPU memory utilization

Generated with 🤖 UV Scripts

Downloads last month: 3

Size of downloaded dataset files:

322 kB

Size of the auto-converted Parquet files:

322 kB

Number of rows: