image image | file_name string | markdown string | surya_blocks string | inference_info string |
|---|---|---|---|---|
PublicInvestmentProgram3YearRolling,FY2013-FY2015_page_112.png | <table border="1">
<thead>
<tr>
<th rowspan="2">No</th>
<th rowspan="2">Project Title</th>
<th rowspan="2">PIP N°</th>
<th rowspan="2">Total Project Budget</th>
<th colspan="4">Total Planned Expenditure</th>
<th colspan="4">Committed Funds</th>
<th colspan="4">Additional Funds Required</th>
</tr>
<tr>
<th>2013</th>
<th... | [{"rows": [{"polygon": [[6.19, 4.142], [3088.81, 4.142], [3088.81, 53.846], [6.19, 53.846]], "confidence": null, "row_id": 0, "bbox": [6.19, 4.142, 3088.81, 53.846]}, {"polygon": [[6.19, 57.988], [3088.81, 57.988], [3088.81, 287.869], [6.19, 287.869]], "confidence": null, "row_id": 1, "bbox": [6.19, 57.988, 3088.81, 28... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "table", "table_mode": "full", "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-08-07T09:39:50.448417+00:00", "script": "surya-ocr.py"}] |
Surya OCR 2 (table) on sopheakvoatei/english-tables-large
Table recognition (mode full) over images in
sopheakvoatei/english-tables-large using
Surya OCR 2 (650M, Qwen3.5-based) by Datalab, via the
surya-ocr package, run as offline vLLM batch
inference on Hugging Face Jobs.
Processing Details
- Source Dataset: sopheakvoatei/english-tables-large
- Model: datalab-to/surya-ocr-2
- Task:
table(table modefull) - Input column:
image(image) - Text column:
markdown(flattened, reading-order text per row) - Structured column:
surya_blocks(JSON: per-page blocks with bbox / polygon / label / reading_order / confidence / html) - Split:
train - Samples: 1
- Processed OK: 1 / 1
- Processing time: 2.9 min
- Date: 2026-08-07 09:39 UTC
License note
Surya's code is Apache-2.0, but the model weights use a modified OpenRAIL-M license: free for research, personal use, and startups under $5M funding/revenue, restricted from competitive use against Datalab's API. See the model card.
Dataset Structure
Original columns plus:
markdown: flattened text (OCR), label outline (layout), or table HTML (table)surya_blocks: structured result as a JSON string (one entry per page)inference_info: JSON list tracking models applied to this dataset
Generated with UV Scripts.
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