image imagewidth (px) 1.7k 1.7k | pdf_marker int64 121 601 | markdown stringlengths 5.68k 6.74k | inference_info stringclasses 1
value |
|---|---|---|---|
121 | ch'ang-shih
263-285
116
## 263 ch'áng-shih 敏史
Clerk. (1) LIAO: minor officials in both Northern and Southern Bureaus of Military Affairs (shu-mi yüan). (2) CH'ING: variant reference to Clerks called pi-tieh-shih. P5, 12.
## 264 ch'áng-shih chi 常侍騎
HAN: Mounted Attendant-in-ordinary, an honorary office (chia-kuan)... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
140 | 135
612-626
ch'i-fu
(ch'in-wang). Then in 1635 submissive Mongols and Chinese were organized into 8 similarly designated Mongol Banners (meng-ku ch'i) and 8 similarly designated Chinese Banners (han-chün ch'i). The number of Mongol Banners increased greatly later in the dynasty, as more Mongol groups submitted to Ch... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
183 | chiung-t'ai
1329-1341
178
Court of the Imperial Stud (t'ai-p'u ssu ch'ing, t'ai-p'u ch'ing).
## 1329 chiǔng-t'ái 冏臺
CH'ING: unofficial reference to the Court of the Imperial Stud (t'ai-p'u ssu).
## 1330 chóng 濁
Beginning in the era of N-S Division very soon after the fall of Han, a term meaning impure used as an... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
274 | 269
2991-3010
i-t'ing
(lt-pu), from 1389 to 1396 only; previously called General Bureau (tsung-pu), later called Bureau of Ceremonies (i-chih ch'ing-li ssu). (2) MING-CH'ING: unofficial reference to the Ministry of Rites.
## 2991 i-shàn 翊善
SUNG: Moral Mentor, one, rank 7b, in each Princely Establishment (wang-fu) ... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
288 | 283
3255-3274
kuan-chi she-jen
subofficial functionaries (and possibly some eunuchs) in the Palace Administration (tien-chung sheng). P38.
## 3255 k'ù-t'ing 庫廳
CH'ING: unofficial reference to a Storehouse Commissioner-in-chief (k'u ta-shih) in a Provincial Administration Commission (ch'eng-hsuan pu-cheng shih ssu)... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
305 | kuo-tzu po-shih
3543-3560
300
early Sung was specially charged with educating sons of the most eminent nobles and officials in the Confucian classics. Always closely affiliated with the Court of Imperial Sacrifices (t'ai-ch'ang ssu) and the Ministry of Rites (lǐ-pu), and in Yuan subordinated to the Academy of Schola... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
327 | lou-k'o k'o
3833-3848
322
Hsiung-nu tribe in modern Shansi whose name, Lou-fan in Chinese transliteration, meant expert archer, or from the name of an early Han man who was renowned as a skilled archer.
## 3833 lòu-k'ò k'ō 漏刻科
Water Clock Section, responsible for maintaining and teaching use of the palace water cl... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
423 | shen-hsing i-kuan
5152-5163
418
ment (nei-wu fu); directed palace eunuchs and Shamanesses (sa-man t'ai-tai) in offering prayers for the deceased Manchu rulers. BH: office of shamanism.
## 5152 shěn-hsing i-kuān 審刑議官
SUNG: Consultant in the Review of Sentences, a duty assignment in the Ministry of Justice (hsing-pu... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
427 | shih-chang
5206-5223
422
signed to care for different chambers (shih) of the temples in which ancestral spirits of the imperial clan, the spirits of deceased Empresses, etc., were honored or worshipped; number and rank not specified. P28.
## 5206 shih-chǎng 市長
Variant of shih-ling (Market Director), sometimes used... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
528 | 523
6961-6979
tso-liang t'ing
forces organized at the end of Han; see pa hsiao-wei (Eight Commandants).
## 6961 tsǒ-chūn 左軍
Left Army. (1) Throughout history a common designation for one of 3 or 5 military forces in battle array, others normally prefixed right and center (sometimes also front and rear). (2) HAN: o... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
595 | yù-fu
8131-8146
590
stored jade, pearls, and precious metal objects that had been presented to the King or collected in taxes, to be used as personal adornments or items of ritual use or decor by the King; the Storekeepers included 2 ranked as Senior Servicemen (shang-shih) and 4 as Ordinary Servicemen (chung-shih).... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "temperature": 0.0, "max_tokens": 16384, "min_pixels": 200704, "max_pixels": 8294400, "keep_image_tags": false}] | |
601 | yüan-ch'in
8222-8244
596
prefixes. (2) T'ANG: Brokerage, a regional salt control office in a major market center, where the distribution of state-monopolized salt was supervised and salt taxes were collected; headed by a Brokerage Official (chih-yüan kuan); subordinate to a regional Directorate (chien) and ultimatel... | [{"model_id": "ATH-MaaS/OvisOCR2", "model_name": "OvisOCR2", "column_name": "markdown", "timestamp": "2026-08-13T22:28:01.981205", "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 bokane/hucker-ocr-bakeoff using OvisOCR2, a compact 0.9B document parsing model (96.58 on OmniDocBench v1.6).
Processing Details
- Source Dataset: bokane/hucker-ocr-bakeoff
- Model: ATH-MaaS/OvisOCR2
- Number of Samples: 12
- Processing Time: 4.4 min
- Processing Date: 2026-08-13 22:28 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 \
bokane/hucker-ocr-bakeoff \
<output-dataset> \
--image-column image \
--batch-size 16
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