Datasets:

davanstrien
/

ocr-demo-results

page_id stringclasses 7 values	source_page int64 3 9	printed_page int64 2 8	source stringclasses 1 value	markdown stringclasses 7 values	inference_info stringclasses 1 value
nasa-food-for-space-flight-003	3	2	https://ntrs.nasa.gov/citations/19830005543	Food for Space Flight More than 20 years ago, astronaut John Glenn became the first American to orbit the Earth. His mission lasted nearly five hours and before splashing down in the Atlantic ocean, Glenn and his Mercury spacecraft completed three trips around the world. Among the many tasks Glenn had to perform whil...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-004	4	3	https://ntrs.nasa.gov/citations/19830005543	and hot foods at a temperature of 67 degrees C (154 degrees F) and chilled water at 7 degrees C (45 degrees F). Water temperatures from the dispenser of the Gemini spacecraft hovered at the 21 degrees C (70 degrees F) ambient spacecraft temperature. With hot water available, food was easier to rehydrate and much improv...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-005	5	4	https://ntrs.nasa.gov/citations/19830005543	Food in a retort pouch is about to be inserted into the convection oven of the Shuttle's galley for heating. Vegetables and soups in plastic containers can be heated in the oven. was added to the usual utensils for cutting open the plastic membranes. With careful use of the utensils, food would remain in the cans unti...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-006	6	5	https://ntrs.nasa.gov/citations/19830005543	rocket, orbits the Earth as a spacecraft, and lands as an airplane. Missions on the Shuttle will last from one to 30 days for crews of two to seven astronauts. To meet the nutritional needs of Shuttle crews, a new food system has been developed. This system centers around a galley that has been installed on the mid-de...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-007	7	6	https://ntrs.nasa.gov/citations/19830005543	Space Shuttle Food and Beverage List Foods* Applesauce (T) Apricots, dried (IM) Asparagus (R) Bananas (FD) Beef almondine (R) Beef, corned (I) (T) Beef and gravy (T) Beef, ground w/pickle sauce (T) Beef jerky (IM) Beef patty (R) Beef, slices w/barbeque sauce (T) Beef steak (I) (T) Beef stroganoff w/noodles (R) Bread,...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-008	8	7	https://ntrs.nasa.gov/citations/19830005543	Typical Menu for the First Four Shuttle Flights*,† DAY 1 Peaches (T) Beef patty (R) Scrambled eggs (R) Bran flakes (R) Cocoa (B) Orange drink (B) DAY 2 Applesauce (T) Beef jerky (NF) Granola (R) Breakfast roll (I) (NF) Chocolate, instant breakfast (B) Orange-grapefruit drink (B) DAY 3 Dried peaches (IM) Sausage (R) ...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "task": "ocr", "temperature": 0.01, "top_p": 1e-05, "repetition_penalty": 1.1, "max_tokens": 8192}]
nasa-food-for-space-flight-009	9	8	https://ntrs.nasa.gov/citations/19830005543	A complete meal for Space Shuttle astronauts. Plastic, metal, and foil food containers are held in an aluminum meal tray by friction. This meal consists of smoked turkey (foil bag) mixed Italian vegetables, mushroom soup, strawberries, butterscotch pudding (can), and tropical fruit punch. by exposure to ionizing radia...	[{"model_id": "zai-org/GLM-OCR", "model_name": "GLM-OCR", "column_name": "markdown", "timestamp": "2026-09-15T16:30:47.762992", "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 uv-scripts/ocr-demo using GLM-OCR, a compact 0.9B OCR model achieving SOTA performance.

Processing Details

Source Dataset: uv-scripts/ocr-demo
Model: zai-org/GLM-OCR
Task: text recognition
Number of Samples: 7
Processing Time: 2.4 min
Processing Date: 2026-09-15 16:30 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

Produced on Hugging Face Jobs (gpu) with the glm-ocr.py recipe from uv-scripts. Run it yourself:

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

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