image imagewidth (px) 2.78k 2.89k | page_id stringclasses 3
values | markdown stringclasses 3
values | surya_blocks stringclasses 3
values | inference_info stringclasses 1
value |
|---|---|---|---|---|
carson-1901-01-23-0001 | To Chas W. Bryan with Compliments of W.J.
The Commoner.
VOL. I. NO. 1.
LINCOLN, NEBRASKA, JANUARY 23, 1901.
$1.00 a Year.
William J. Bryan.
Editor and Proprietor.
The Commoner.
Webster defines a commoner as "one of the common people." The name has been selected for this paper because THE COMMONER will endeavor to aid t... | [{"blocks": [{"polygon": [[365.844, 84.0], [2231.9320000000002, 84.0], [2231.9320000000002, 388.0], [365.844, 388.0]], "confidence": 0.9930627494983686, "label": "Text", "raw_label": "Text", "reading_order": 0, "html": "<p><i>To Chas W. Bryan<br/>with Compliments<br/>of W.J.</i></p>", "skipped": false, "error": false, ... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T14:04:02.668932+00:00", "script": "surya-ocr.py"}] | |
carson-1901-01-23-0002 | 2
The Commoner.
a member of the President's cabinet; he ought to sit next to the president in the council chamber. Receiving his nomination from a national convention and his commission from the people, he is able to furnish the highest possible proof that he enjoys public respect and confidence, and the President shou... | [{"blocks": [{"polygon": [[141.831, 308.0], [180.76500000000001, 308.0], [180.76500000000001, 360.0], [141.831, 360.0]], "confidence": 0.9950050147061579, "label": "PageHeader", "raw_label": "Page-Header", "reading_order": 0, "html": "2", "skipped": false, "error": false, "bbox": [141.831, 308.0, 180.76500000000001, 36... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T14:04:02.668932+00:00", "script": "surya-ocr.py"}] | |
carson-1901-01-23-0003 | The Commoner.
3
Another Endless Chain.
Secretary Gage recently appeared before a House committee and urged the enactment of a law specifically requiring silver dollars to be redeemed in gold on demand. He argued that, as the legal tender law makes silver the equivalent of gold, the government might as well offer to fur... | [{"blocks": [{"polygon": [[1120.932, 84.0], [1704.51, 84.0], [1704.51, 172.0], [1120.932, 172.0]], "confidence": 0.9954978943742688, "label": "PageHeader", "raw_label": "Page-Header", "reading_order": 0, "html": "<h1>The Commoner.</h1>", "skipped": false, "error": false, "bbox": [1120.932, 84.0, 1704.51, 172.0]}, {"pol... | [{"model": "datalab-to/surya-ocr-2", "model_name": "surya-ocr-2", "column_name": "markdown", "blocks_column": "surya_blocks", "task": "ocr", "table_mode": null, "backend": "vllm-offline", "page_range": null, "error_rate": 0.0, "timestamp": "2026-06-22T14:04:02.668932+00:00", "script": "surya-ocr.py"}] |
Surya OCR 2 (ocr) on davanstrien/surya-smoke-newspapers
Full-page ocr (structured html + bounding boxes) over images in
davanstrien/surya-smoke-newspapers 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: davanstrien/surya-smoke-newspapers
- Model: datalab-to/surya-ocr-2
- Task:
ocr - 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: 3
- Processed OK: 3 / 3
- Processing time: 4.7 min
- Date: 2026-06-22 14:04 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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