Datasets:

davanstrien
/

glm-ocr-test-v2

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 10 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 LaVere 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 ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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 ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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	Mount Clemens, Michigan, muy cerca delago St. Clairy Bay, Baja California Sur. Compañales 14-30 observaron un objeto suspended sobre el lagueran. te 10 minutos. En ese momento tomaran 4 fotos con una camara Polaroid Swinger, de su maleta y está colgando una vieja velvada mucho mayor que la de cuajero aparato convention...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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	"NIKOLA 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...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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	OUR ADDRESS: P.O.Box,3070,Whitehall, Dublin,9 Ireland. ISSUE 3: iufopra@indigo.ie Jul/Aug/Sept. - 1997: Page4: 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,...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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 Devendian 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, ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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 inscripción del joven." Investigaciones postiores confirman que el domicilio que deja Hiler a Lanz correponde a la persion que habita de en una oña en Viena. Porque entonces se sugiere que estos relatos carecen de veracidad? "Para unos se traen de un mi...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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	APPROCHE 6, rue Paulin-Guerin - 83000 TOULON - Tol. 116-90 92.79.28 Direvance des publications C. FREELYER Rédaction en chat. J.-L. FOREST Maquette D. GIREN J.-M. ARSIMO Tous des collaborateurs sont bénéfiques. Les beaux-dôts d'APPROCHE sont intégrément renouvelés dans la recherche scientifique. VUE INTERIEUR DU DI...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]
[ "{\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	L'explication pour venir d'une synthèse de la photo ne nous permet pas de jouer au journal le couteau, a moins que nous acquirement informable, que que trop accueillent informable, que que trop accueillent informable, que que trop accueillent informable, que que trop accueillent informable, que que trop accueillent inf...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-05T14:24:03.697092", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 16384}]

Document OCR using GLM-OCR

This dataset contains OCR results from images in davanstrien/ufo-ColPali using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.

Processing Details

Source Dataset: davanstrien/ufo-ColPali
Model: zai-org/GLM-OCR
Task: text recognition
Number of Samples: 10
Processing Time: 2.1 min
Processing Date: 2026-02-05 14:24 UTC

Configuration

Image Column: image
Output Column: markdown
Dataset Split: train
Batch Size: 16
Max Model Length: 8,192 tokens
Max Output Tokens: 16,384
Temperature: 0.01
Top P: 1e-05
GPU Memory Utilization: 80.0%

Model Information

GLM-OCR is a compact, high-performance OCR model:

0.9B parameters
94.62% on OmniDocBench V1.5
CogViT visual encoder + GLM-0.5B language decoder
Multi-Token Prediction (MTP) loss for efficiency
Multilingual: zh, en, fr, es, ru, de, ja, ko
MIT licensed

Dataset Structure

The dataset contains all original columns plus:

markdown: The extracted text in markdown format
inference_info: JSON list tracking all OCR models applied to this dataset

Reproduction

uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/glm-ocr.py \
    davanstrien/ufo-ColPali \
    <output-dataset> \
    --image-column image \
    --batch-size 16 \
    --task ocr

Generated with UV Scripts

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