Datasets:

davanstrien
/

qianfan-ocr-kie-test

drawer_id stringclasses 5 values	card_number int64 246 679	filename stringclasses 5 values	text stringclasses 5 values	has_ocr bool 1 class	source stringclasses 1 value	source_url stringclasses 5 values	ia_collection stringclasses 1 value	kie_json stringclasses 5 values	inference_info stringclasses 1 value
rubensteinmanuscriptcatalog_V_to_Ward	246	main_file_225_v_ward_0246.jpg	Vester,BenjaminH. Papers,1772-1877 NashCounty,N.C. Cab.46134items 7-5-46	true	Duke University Rubenstein Library Manuscript Card Catalog	https://archive.org/details/rubensteinmanuscriptcatalog_V_to_Ward	rubensteinmanuscriptcatalog	{ "author": "Vester, Benjamin H.", "title": "Papers, 1772-1877", "date": "7-5-46", "collection": "Cab. 46", "description": "Nash County, N. C. 134 items" }	[{"model_id": "baidu/Qianfan-OCR", "model_name": "Qianfan-OCR", "column_name": "kie_json", "timestamp": "2026-03-19T15:49:48.503924", "prompt_mode": "custom", "think": false, "temperature": 0.0, "max_tokens": 8192}]
rubensteinmanuscriptcatalog_San_to_Sem	339	main_file_214_san_sem_0339.jpg	Schenck,H.F. placenamedLawndale.Thisinformationand apictureofthefactoryatClevelandMills isinLeeB.Weathers'TheLivingPastof ClevelandCounty,aHistory(Shelby,N.C., 1956).Thereisabiographicalsketchof SchenckinEminentandRepresentativeMenof theCarolinas,Vol.II,pp.494-496. Thecorrespondenceintheseletterbooks issoextensiveitsho...	true	Duke University Rubenstein Library Manuscript Card Catalog	https://archive.org/details/rubensteinmanuscriptcatalog_San_to_Sem	rubensteinmanuscriptcatalog	{"author": "Schenck, H. F.", "title": "place named Lawndale. This information and a picture of the factory at Cleveland Mills is in Lee B. Weathers' The Living Past of Cleveland County, a History (Shelby, N. C., 1956). There is a biographical sketch of Schenck in Eminent and Representative Men of the Carolinas, Vol. II...	[{"model_id": "baidu/Qianfan-OCR", "model_name": "Qianfan-OCR", "column_name": "kie_json", "timestamp": "2026-03-19T15:49:48.503924", "prompt_mode": "custom", "think": false, "temperature": 0.0, "max_tokens": 8192}]
rubensteinmanuscriptcatalog_More_to_Mur	679	main_file_205_more_mur_0679.jpg	Hunford-EllisPamily————— Munford,GeorgeWytheF-3055 AccountBook,1835-1857 Richmond,Va. 186pp.Boards&Calf 8-30-40	true	Duke University Rubenstein Library Manuscript Card Catalog	https://archive.org/details/rubensteinmanuscriptcatalog_More_to_Mur	rubensteinmanuscriptcatalog	{ "author": "Munford, George Wythe", "title": "Account Book, 1835-1857", "date": "1835-1857", "collection": "Munford-Ellis Family", "description": "186 pp. Boards & Calf 40 x 17 cm." }	[{"model_id": "baidu/Qianfan-OCR", "model_name": "Qianfan-OCR", "column_name": "kie_json", "timestamp": "2026-03-19T15:49:48.503924", "prompt_mode": "custom", "think": false, "temperature": 0.0, "max_tokens": 8192}]
rubensteinmanuscriptcatalog_Ben_to_Blac	507	main_file_162_ben_blac_0507.jpg	— BIDDLE,SamuelSimpson AccountBook1860-1861 NegftbernNorthCarolina ~ accessioned193:	true	Duke University Rubenstein Library Manuscript Card Catalog	https://archive.org/details/rubensteinmanuscriptcatalog_Ben_to_Blac	rubensteinmanuscriptcatalog	{ "author": "BIDDLE, Samuel Simpson", "title": "Account Book 1860-1861", "date": "1860-1861", "collection": "Treasure Room", "description": "Newbern North Carolina; 15 pp; Paper; 9 1-2 x 14 1-2 cm; (Personal Accounts); accessioned MAR 17 1939" }	[{"model_id": "baidu/Qianfan-OCR", "model_name": "Qianfan-OCR", "column_name": "kie_json", "timestamp": "2026-03-19T15:49:48.503924", "prompt_mode": "custom", "think": false, "temperature": 0.0, "max_tokens": 8192}]
rubensteinmanuscriptcatalog_Fif_to_Frn	256	main_file_179_fif_frn_0256.jpg	Thesefiveitemsareoflittlevalue Saveforoneletterbearingonthescar- cityoftextilegoodsforprivateconsump- tionproducedbytheAugustaFactory,the outputofthefactoryhavingbeenreduced to"shirting&sheeting"forthegovern- ment.	true	Duke University Rubenstein Library Manuscript Card Catalog	https://archive.org/details/rubensteinmanuscriptcatalog_Fif_to_Frn	rubensteinmanuscriptcatalog	{"author": "Flinn, W. H.", "title": "Letters and Paper, 1862-1863", "date": "1862-1863", "collection": "Georgia Sketch", "description": "These five items are of little value save for one letter bearing on the scarcity of textile goods for private consumption produced by the Augusta Factory, the output of the factory ha...	[{"model_id": "baidu/Qianfan-OCR", "model_name": "Qianfan-OCR", "column_name": "kie_json", "timestamp": "2026-03-19T15:49:48.503924", "prompt_mode": "custom", "think": false, "temperature": 0.0, "max_tokens": 8192}]

Document OCR using Qianfan-OCR

This dataset contains OCR results from biglam/rubenstein-manuscript-catalog using Qianfan-OCR, Baidu's 4.7B end-to-end document intelligence model.

Processing Details

Source Dataset: biglam/rubenstein-manuscript-catalog
Model: baidu/Qianfan-OCR
Number of Samples: 5
Processing Time: 6.5 min
Processing Date: 2026-03-19 15:49 UTC

Configuration

Image Column: image
Output Column: markdown
Dataset Split: train
Batch Size: 8
Prompt Mode: custom
Layout-as-Thought: Disabled
Thinking Traces: Excluded
Max Model Length: 16,384 tokens
Max Output Tokens: 8,192
GPU Memory Utilization: 85.0%

Model Information

Qianfan-OCR key capabilities:

#1 end-to-end model on OmniDocBench v1.5 (93.12)
#1 on OlmOCR Bench (79.8)
192 language support
Layout-as-Thought reasoning for complex documents
Document parsing, table extraction, formula recognition, chart understanding
Key information extraction

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

Reproduction

uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/qianfan-ocr.py \
    biglam/rubenstein-manuscript-catalog \
    <output-dataset> \
    --image-column image \
    --prompt-mode custom \
    --batch-size 8

Generated with UV Scripts

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Total file size:

1.17 MB