Datasets:

davanstrien
/

ufo-ocr-issue9-test

raw_queries listlengths 1 1	broad_topical_query stringclasses 5 values	broad_topical_explanation stringclasses 5 values	specific_detail_query stringclasses 5 values	specific_detail_explanation stringclasses 5 values	visual_element_query stringclasses 5 values	visual_element_explanation stringclasses 5 values	parsed_into_json bool 1 class	markdown stringclasses 5 values	inference_info stringclasses 1 value
[ "{\n \"broad_topical_query\": \"1954 Blue Book Project\",\n \"broad_topical_explanation\": \"This query targets the specific year and project mentioned in the document, which is likely to be a unique identifier for this document.\",\n \"specific_detail_query\": \"L'astronomie et la lune\",\n \"specific_detail_e...	1954 Blue Book Project	This query targets the specific year and project mentioned in the document, which is likely to be a unique identifier for this document.	L'astronomie et la lune	This query focuses on the specific topic of astronomy and the moon, which is a central theme in the document.	Page 0	This query references the page number, which is a unique identifier for this document within a larger corpus.	true	AVRIL 1954 Projet "Blue Book" TOP SECRET Pourquoi les astronomes ne veulent pas parler de la lune Des villes qui croissent, des signaux lumineux, des explosions et des ombres géométriques étrongas-oooi et d'autres phénomènes inexpli oibles par des lois naturelles connues ont maintainent été observés sur le lune par d...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-05T12:14:22.719717", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
[ "{\n \"broad_topical_query\": \"Document about the study of Alhazen's work on optics\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is the study of Alhazen's work on optics.\",\n \"specific_detail_query\": \"Alhazen's work on optics\",\n \"specific_detail_exp...	Document about the study of Alhazen's work on optics	This query focuses on the main subject of the document, which is the study of Alhazen's work on optics.	Alhazen's work on optics	This query targets a specific detail mentioned in the document, which is Alhazen's work on optics.	Document with a reference to Alhazen's work on optics	This query looks for a document that contains a reference to Alhazen's work on optics, which is a visual element in the document.	true	10 An moment où est article est écrit, Linné a été transformé en une grande teche grise qui change de forme et de dimension.Seule le Ciel seit ce qu'il sère ou moment où vous lirez ocii... Au début du siècle dernier l'astronome Schroeter étudie les objrées de la Lune per le l'évance et le retrait du bord ensoleillé.C...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-05T12:14:22.719717", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
[ "{\n \"broad_topical_query\": \"Document discussing radioactivity and celestial phenomena\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the study of radioactivity and its effects on celestial phenomena.\",\n \"specific_detail_query\": \"Observations of radioac...	Document discussing radioactivity and celestial phenomena	This query covers the main subject of the document, which is the study of radioactivity and its effects on celestial phenomena.	Observations of radioactivity during solar eclipses	This query focuses on a specific fact mentioned in the document, which is the observation of radioactivity during solar eclipses.	Document page with text in French	This query refers to the visual element of the document page, which contains text in French, indicating that the document is likely in French and contains text related to the topics mentioned.	true	l'intérieur.Vous remerquerez plusieurs larges teches qui chen-gent de dimension et de forme d'une nuit à l'extreme.Il y en a une pres du centre de Ptoleméme, des teches dans Pleton, Aristorohus, Sohiokerd, Hyginus et d'autres ongents régulièrement.A l'oel nu vous pouvez voir une teche sombre à l'est dAristorohus.Photog...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-05T12:14:22.719717", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
[ "{\n \"broad_topical_query\": \"Science fiction journal articles on lunar eclipses and astronomy\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the observation and description of lunar eclipses and related astronomical phenomena.\",\n \"specific_detail_query\":...	Science fiction journal articles on lunar eclipses and astronomy	This query covers the main subject of the document, which is the observation and description of lunar eclipses and related astronomical phenomena.	200 years ago, Sir John Herschel reported on lunar eclipses	This query focuses on a specific historical event mentioned in the document, which would be a key detail for someone searching for this particular report.	A page from a science fiction journal	This query refers to the visual element of the document, which is a page from a science fiction journal. It would be effective for someone looking for documents with similar visual characteristics.	true	Des choses qui pourreient être prises pour des dluccubrotions d'un journal de science-fiction se present la.Prenez l'Année de l'Enoire.Au cours de le mme nuit des points,oomme des gouttes d'enore appurent dans Plinius et Copernicus.Quelles semaines plus tert un immeure objet, oussi noir que de l'enore se perche sur un ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-05T12:14:22.719717", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
[ "{\n \"broad_topical_query\": \"Document about the history and observations of the Moon\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the history and observations of the Moon.\",\n \"specific_detail_query\": \"Observations of the Moon by Aristarchus\",\n \"sp...	Document about the history and observations of the Moon	This query covers the main subject of the document, which is the history and observations of the Moon.	Observations of the Moon by Aristarchus	This query focuses on a specific fact mentioned in the document, which is the observations of the Moon by Aristarchus.	Image of the Moon	This query refers to the image of the Moon mentioned in the document, which is a visual element that could be used to retrieve the document.	true	dérées comme fumisterie.Personne ne lui demande ce qu'il buvette ces jours la, ou bien s'illois priser ou umisse?En fait,quelques esprits ouverts allèrent aussi loin que de regérer pour eux-memes et ils virent les lumièreux eux-mêmes.Il y a beaucoup d'air du sujet du Bon Vieux Temp. Jusqu'au moment où l'école "bois-to...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-06-05T12:14:22.719717", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]

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: 5
Processing Time: 1.9 min
Processing Date: 2026-06-05 12:14 UTC

Configuration

Image Column: image
Output Column: markdown
Dataset Split: train
Batch Size: 16
Max Model Length: 8,192 tokens
Max Output Tokens: 8,192
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

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