Datasets:

davanstrien
/

nls-medical-glm-ocr-test

document_id stringclasses 10 values	page_number stringclasses 10 values	text stringclasses 9 values	alto_xml stringclasses 10 values	has_image bool 1 class	has_alto bool 2 classes	markdown stringclasses 10 values	inference_info stringclasses 1 value
74972250	74974873	REPORT ON THE CALCUTTA MEDICAL INSTITUTIONS FOR THE YEAR 1878. No. 413B G. FROM THE SURGEON-GENERAL FOR BENGAL, To THE SECRETARY TO THE GOVERNMENT OF BENGAL. JUDICIAL AND POLITICAL DEPARTMENTS. Dated Calcutta, the 3rd April 1879. SIR, I HAVE the honor to submit the report of the following medical institutions of Calcut...	<?xml version="1.0" encoding="UTF-8"?> <alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_75481908/i_74972250/74974873.6.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><proc...	true	true	REPORT OF THE CALCUTTA MEDICAL INSTITUTIONS FOR THE YEAR 1878. No. 413BG. FROM THE SURGEON-GENERAL FOR BENGAL, TO THE SECRETARY TO THE GOVERNMENT OF BENGAL, JUDICIAL AND POLITICAL DEPARTMENTS. Dated Calcutta, the 3rd April 1879. SIR, I have the honor to submit the report of the following medical institutions of ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-12T14:22:21.920199", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
91022596	91024490	24 HONORE. One Vaccinator under the Civil Surgeon, Assistant Surgeon H. WAKEFIELD. YEARS. 1864 1865 Total Vaccinated. 547 222 Compared with the preceding year. Increase. .... .... Decrease. .... 325 Success- fully Vaccinated. 475 177 Per-centage of Success. 86.8 79.7 The number vaccinated during the past year, shows a ...	<?xml version="1.0" encoding="UTF-8"?> <alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd"><Description><MeasurementUnit>pixel</MeasurementUnit><sourceImageInformation><fileName>./data/pdfs/c_75481908/i_91022596/91024490.6.pdf</fileName></sourceImageInformation><OCRProcessing ID="IdOcr"><ocrProcessingStep><proc...	true	true	HONORE. One Vaccinator under the Civil Surgeon, Assistant Surgeon H. WAKEFIELD. YEARS. Total Vaccinated. Compared with the preceding year. Successfully Vaccinated. Per-centage of Success. Increase. Decrease. 1864 547 ... ... 475 86·8 1865 222 ... 325 177 79·7 The number vaccinated during the past year, shows a decre...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-02-12T14:22:21.920199", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
74990311	74991224	"Climate of the\nstation.\nVentilation\nand drainage\nf o r t h e m e n ' s\nhuts.\nSAUGOR CIRCLE.\n(...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"Jubbulpore in a bullock bandy (about four or five weeks after he was attacked) in a very weak, emac(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
91029431	91032113	"13\nin the Bombay Presidency during the year 1907-08—continued.\nVACCINATION.\nSuccessful.\nOne a(...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"in the Bombay Presidency during the year 1907-08—continued.\n\nVaccination.\nSuccessful.\nOil and(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
75033546	75033705			true	false	K	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
75194196	75478039		"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"DATE OF OBSERVATION\nItem. 4\n5\n6\n7\n8\n9\n\nDays of Disease\n\nOrganisms in Blood\n\nRespiration(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
75006569	75007688	"NORTHERN DIVISION OF THE ARMY.\n95\nThe sub-soil water-level in the lines is, at all seasons of the(...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"The sub-soil water-level in the lines is, at all seasons of the year, so far from the surface as to(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
75809782	75903720	"TABLE IX.\nShowing main results of the working of Provincial Cattle Farms during the year 1926-27.\(...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"TABLE IX. Showing main results of the variety of Provincial Cattle Farms during the year 1928-27.\n(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
91534624	91534874	"(RESOLUTION.)\nJUDICIAL DEPARTMENT.\nMedical.\nFort William, the 7th January 1870.\nTHIS report was(...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"RESOLUTION. JUDICIAL DEPARTMENT. Medical.\n\nFort William, the 7th January 1870.\n\nThis report was(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)
91022598	91028977	"24\nin primary vaccinations, and is spread more or less over several of\nthe native states of this (...TRUNCATED)	"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<alto xmlns=\"http://www.loc.gov/standards/alto/v3/alto(...TRUNCATED)	true	true	"in primary vaccinations, and is spread more or less over several of the native states of this circl(...TRUNCATED)	"[{\"model_id\": \"zai-org/GLM-OCR\", \"model_name\": \"GLM-OCR\", \"column_name\": \"markdown\", \"(...TRUNCATED)

Document OCR using GLM-OCR

This dataset contains OCR results from images in NationalLibraryOfScotland/medical-history-of-british-india using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.

Processing Details

Source Dataset: NationalLibraryOfScotland/medical-history-of-british-india
Model: zai-org/GLM-OCR
Task: text recognition
Number of Samples: 10
Processing Time: 7.1 min
Processing Date: 2026-02-12 14:22 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 \
    NationalLibraryOfScotland/medical-history-of-british-india \
    <output-dataset> \
    --image-column image \
    --batch-size 16 \
    --task ocr

Generated with UV Scripts

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