Datasets:

yhan86
/

mis1997image-glmocr

path stringlengths 52 52	markdown stringlengths 761 3.08k	inference_info stringclasses 1 value
./mis1997image/Screenshot 2026-02-26 at 15.38.11.png	TABLE 1 IRON AND STEEL SCRAP, PIG IRON, AND DIRECT-REDUCED IRON STATISTICS 1/ FOR STEEL PRODUCERS 2/ (Thousand metric tons) \| \| June 1997 \| \| Total for steel producers \| Year to date \| \| \| :--- \| :--- \| :--- \| :--- \| :--- \| :--- \| \| Integrated steel producers 3/ \| Electric furnace steel producers 4/ \| \| Integrated st...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.22.png	TABLE 2 RECEIPTS FROM OUTSIDE SOURCES, PRODUCTION, CONSUMPTION, AND STOCKS OF IRON AND STEEL SCRAP, BY GRADE, 1/ FOR STEEL PRODUCERS 2/ (Thousand metric tons) Item June 1997 Consumption of purchased and home scrap 3/ Ending stocks Year to date Consumption of purchased and home scrap 3/ Carbon steel: Low-phosphorus p...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.29.png	TABLE 3 RECEIPTS FROM OUTSIDE SOURCES, PRODUCTION, AND CONSUMPTION OF IRON AND STEEL SCRAP, 1/ BY REGION AND STATE, FOR STEEL PRODUCERS 2/ (Thousand metric tons) Region and State June 1997 Consumption of purchased and home scrap 3/ Year to date Consumption of purchased and home scrap 3/ Mid-Atlantic and New England:...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.32.png	TABLE 4 RECEIPTS OF IRON AND STEEL SCRAP, 1/ BY REGION 2/ AND GRADE, FOR STEEL PRODUCERS 3/ 4/ (Thousand metric tons) Item Mid-Atlantic and New England North Central South Atlantic South Central Mountain and Pacific Year to date Mid-Atlantic and New England North Central South Atlantic South Central Mountain and Paci...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.35.png	TABLE 5 CONSUMPTION OF IRON AND STEEL SCRAP 1/ BY REGION 2/ AND GRADE, FOR STEEL PRODUCERS 3/ (Thousand metric tons) \| Item \| June 1997 \| \| \| Mountain and Pacific \| Year to date \| Mid-Atlantic and New England \| North Central \| South Atlantic \| South Central \| Mountain and Pacific \| \| :--- \| :--- \| :--- \| :--- \| :--- ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.39.png	TABLE 6 U.S. EXPORTS OF IRON AND STEEL SCRAP 1/ BY SELECTED REGION AND COUNTRY 2/ (Thousand metric tons and thousand dollars) Region and country May 1997 Year to date Quantity Value Quantity Value North America and South America: Canada 130 17,500 583 70,200 Mexico 154 19,800 849 109,000 Venezuela 4 318 35 3,050 Othe...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.43.png	TABLE 7 U.S. EXPORTS 1/ OF IRON AND STEEL SCRAP 2/ BY REGION AND SELECTED CUSTOMS DISTRICT 3/ (Thousand metric tons and thousand dollars) Region and customs district \| May 1997 \| Year to date \| \| :--- \| :--- \| :--- \| \| \| Quantity \| Value \| \| Canadian-U.S. Border: \| \| \| \| Buffalo, NY \| 16 \| 4,020 \| 53 \| 13,500 \| \| Det...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-02-26 at 15.38.47.png	TABLE 8 U.S. EXPORTS OF IRON AND STEEL SCRAP AND OTHER FERROUS PRODUCTS BY GRADE 1/2/ (Thousand metric tons and thousand dollars) \| Item \| May 1997 \| \| Year to date \| \| :--- \| :--- \| :--- \| :--- \| \| \| Quantity \| Value \| Quantity \| Value \| \| No. 1 heavy melting steel \| 73 \| 8,600 \| 732 \| 87,200 \| \| No. 2 heavy melting...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-03-26 at 09.51.02.png	TABLE 9 U.S. IMPORTS FOR CONSUMPTION OF IRON AND STEEL SCRAP 1/2 BY SELECTED COUNTRY (Thousand metric tons and thousand dollars) \| Country \| May 1997 \| Value \| Year to date \| \| :--- \| :--- \| :--- \| :--- \| \| Canada \| 172 \| 22,500 \| 752 \| 99,300 \| \| Japan \| 3 \| 393 \| 19 \| 2,460 \| \| Mexico \| 8 \| 2,300 \| 98 \| 11,600 \| \| ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-03-26 at 09.51.43.png	TABLE 10 U.S. IMPORTS FOR CONSUMPTION OF IRON AND STEEL SCRAP 1/2/ BY SELECTED CUSTOMS DISTRICT (Thousand metric tons and thousand dollars) \| Customs district \| May 1997 \| Year to date \| \| :--- \| :--- \| :--- \| \| Quantity \| Value \| Quantity \| Value \| \| Buffalo, NY \| 40 \| 6,180 \| 141 \| 23,400 \| \| Cleveland, OH \| 7 \| 62...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-03-26 at 09.52.08.png	TABLE 11 U.S. IMPORTS OF IRON AND STEEL SCRAP AND OTHER FERROUS PRODUCTS BY GRADE 1/2/ (Thousand metric tons and thousand dollars) \| Item \| May 1997 \| Value \| Year to date \| Value \| \| :--- \| :--- \| :--- \| :--- \| :--- \| \| Quantity \| \| \| Quantity \| \| \| No. 1 heavy melting steel \| 15 \| 1,940 \| 24 \| 3,010 \| \| No. 2 heavy...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-03-26 at 09.52.18.png	TABLE 12 U.S. RAW STEEL PRODUCTION, RAW STEEL CAPABILITY UTILIZATION, AND CONTINUOUS CAST STEEL PRODUCTION Period Raw steel production, thousand metric tons 1/ Raw steel capability utilization, percent Continuous cast steel production, percent Monthly Year to date Monthly Year to date Monthly Year to date 1996: June ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
./mis1997image/Screenshot 2026-03-26 at 09.52.26.png	TABLE 13 COMPOSITE PRICES FOR NO. 1 HEAVY MELTING STEEL SCRAP AND PIG IRON Period American Metal Market No. 1 HMS Iron Age No. 1 HMS Iron Age Pig Iron $/lt $/t $/lt $/t $/lt $/t 1996: July 132.33 130.24 129.05 127.00 NA NA August 133.51 131.40 129.67 127.62 NA NA September 136.23 134.08 130.33 128.21 NA NA October 127...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-04-02T18:30:55.156621", "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 yhan86/mis1997image using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.

Processing Details

Source Dataset: yhan86/mis1997image
Model: zai-org/GLM-OCR
Task: text recognition
Number of Samples: 13
Processing Time: 1.7 min
Processing Date: 2026-04-02 18:31 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-v2.py \
    yhan86/mis1997image \
    <output-dataset> \
    --image-column image \
    --batch-size 16 \
    --task ocr

Generated with UV Scripts (glm-ocr-v2.py)

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Total file size:

2.51 MB