id stringclasses 2
values | side stringclasses 2
values | image imagewidth (px) 576 576 | markdown stringclasses 2
values | inference_info stringclasses 1
value |
|---|---|---|---|---|
permis-recto | recto | CAN 373473
رخصة القيادة
PERMIS DE CONDUIRE
مملكة المغرب
ROYAUME DU MAF
الوئسحى | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-11T13:57:14.860728", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
permis-verso | verso | CAN 973473
<table border=1><tr><td>الاساساتCategories</td><td>تاريخ الانتهاءDate de délivrance</td><td>الاساساتRestrictions</td></tr><tr><td>A</td><td></td><td rowspan="6"></td></tr><tr><td>A</td><td></td></tr><tr><td>B</td><td>2009/2016</td></tr><tr><td>C</td><td></td></tr><tr><td>D</td><td></td></tr><tr><td>EB</td><... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-11T13:57:14.860728", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] |
Document OCR using OvisOCR2
This dataset contains OCR results from images in mehdigououiad/permis-ocr-bench using OvisOCR2, a compact 0.9B document parsing model (96.58 on OmniDocBench v1.6).
Processing Details
- Source Dataset: mehdigououiad/permis-ocr-bench
- Model: ATH-MaaS/OvisOCR2
- Number of Samples: 2
- Processing Time: 5.4 min
- Processing Date: 2026-08-11 13:57 UTC
Configuration
- Image Column:
image - Dataset Split:
train - Batch Size: 16
- Max Model Length: 32,768 tokens
- Max Output Tokens: 16,384
- Temperature: 0.0 (greedy, per model card)
- GPU Memory Utilization: 80.0%
- Visual-region image tags: filtered (default)
Model Information
OvisOCR2 is a compact, high-performance document parsing model:
- 0.9B parameters (post-trained from Qwen3.5-0.8B with SFT + RL + OPD)
- 96.58 on OmniDocBench v1.6 (first end-to-end model to top the leaderboard)
- Markdown output in natural reading order
- LaTeX formula recognition, HTML table extraction
- Apache-2.0 licensed
Dataset Structure
The dataset contains all original columns plus:
markdown: The extracted text in markdown formatinference_info: JSON list tracking all OCR models applied to this dataset
Reproduction
Produced on Hugging Face Jobs (gpu) with the ovis-ocr2.py recipe from uv-scripts. Run it yourself:
hf jobs uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/ovis-ocr2.py \
mehdigououiad/permis-ocr-bench \
<output-dataset> \
--image-column image \
--batch-size 16
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