image imagewidth (px) 596 596 | raw_queries listlengths 1 1 | broad_topical_query stringclasses 5
values | broad_topical_explanation stringclasses 5
values | specific_detail_query stringclasses 5
values | specific_detail_explanation stringclasses 5
values | visual_element_query stringclasses 5
values | visual_element_explanation stringclasses 5
values | parsed_into_json bool 1
class | markdown stringclasses 5
values | hpd_blocks stringclasses 5
values | hpd_raw stringclasses 5
values | inference_info stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
"{\n \"broad_topical_query\": \"1954 Blue Book Project\",\n \"broad_topical_explanation\": \"This query targets the specific year and project mentioned in the document, which is likely to be a unique identifier for this document.\",\n \"specific_detail_query\": \"L'astronomie et la lune\",\n \"specific_detail_e... | 1954 Blue Book Project | This query targets the specific year and project mentioned in the document, which is likely to be a unique identifier for this document. | L'astronomie et la lune | This query focuses on the specific topic of astronomy and the moon, which is a central theme in the document. | Page 0 | This query references the page number, which is a unique identifier for this document within a larger corpus. | true | N:0
Eingbaut
AVRIL 1954
Projet "Blue Book"
TOP SECRET
Pourquoi lesastronomnes ne veulent pes
parler de le lune
D'ez villes qui oroissent, des signaux lumineux, des explosions et des ombres géométriques étronged-oci et d'aeutres phénomènes inexplit cables par des lois naturelles onnues ont maintenent été observés... | [{"type": "header", "bbox": [738.0, 35.0, 835.0, 78.0], "text": "N:0"}, {"type": "header", "bbox": [887.0, 36.0, 999.0, 60.0], "text": "Eingbaut"}, {"type": "text", "bbox": [437.0, 99.0, 570.0, 117.0], "text": "AVRIL 1954"}, {"type": "text", "bbox": [400.0, 127.0, 692.0, 146.0], "text": "Projet \"Blue Book\""}, {"type"... | <BLOCK>header [738, 35, 835, 78]<CHILD>N:0
<BLOCK>header [887, 36, 999, 60]<CHILD>Eingbaut
<BLOCK>text [437, 99, 570, 117]<CHILD>AVRIL 1954
<BLOCK>text [400, 127, 692, 146]<CHILD>Projet "Blue Book"
<BLOCK>text [425, 157, 558, 174]<CHILD>TOP SECRET
<BLOCK>text [237, 192, 717, 211]<CHILD>Pourquoi lesastronomnes ne veulen... | [{"model_id": "PaddlePaddle/HPD-Parsing", "model_name": "HPD-Parsing", "column_name": "markdown", "blocks_column": "hpd_blocks", "bbox_space": "normalized_0_1000", "timestamp": "2026-07-27T11:59:30.140957", "temperature": 0.0, "max_tokens": 8000, "max_pixels": 0, "fork_decoding": true, "prompt": "document parsing with ... | |
[
"{\n \"broad_topical_query\": \"Document about the study of Alhazen's work on optics\",\n \"broad_topical_explanation\": \"This query focuses on the main subject of the document, which is the study of Alhazen's work on optics.\",\n \"specific_detail_query\": \"Alhazen's work on optics\",\n \"specific_detail_exp... | Document about the study of Alhazen's work on optics | This query focuses on the main subject of the document, which is the study of Alhazen's work on optics. | Alhazen's work on optics | This query targets a specific detail mentioned in the document, which is Alhazen's work on optics. | Document with a reference to Alhazen's work on optics | This query looks for a document that contains a reference to Alhazen's work on optics, which is a visual element in the document. | true | 10
An moment où oet article est érit, Lanné p été tromformé en une gronde tache grise qui chenge de forme et de dimension. Seule le Ciel serait ce qu'il sère ou moment où vous lirez oei...
Au début du siècle dernier l'astronome Schroeter étudie les oeprimos de la Lane per l'evano et le retreit du bord ensoleillé. Com... | [{"type": "page_number", "bbox": [813.0, 72.0, 842.0, 88.0], "text": "10"}, {"type": "text", "bbox": [71.0, 113.0, 866.0, 160.0], "text": "An moment où oet article est érit, Lanné p été tromformé en une gronde tache grise qui chenge de forme et de dimension. Seule le Ciel serait ce qu'il sère ou moment où vous lirez oe... | <BLOCK>page_number [813, 72, 842, 88]<CHILD>10
<BLOCK>text [71, 113, 866, 160]<CHILD>An moment où oet article est érit, Lanné p été tromformé en une gronde tache grise qui chenge de forme et de dimension. Seule le Ciel serait ce qu'il sère ou moment où vous lirez oei...
<BLOCK>text [71, 170, 905, 261]<CHILD>Au début du... | [{"model_id": "PaddlePaddle/HPD-Parsing", "model_name": "HPD-Parsing", "column_name": "markdown", "blocks_column": "hpd_blocks", "bbox_space": "normalized_0_1000", "timestamp": "2026-07-27T11:59:30.140957", "temperature": 0.0, "max_tokens": 8000, "max_pixels": 0, "fork_decoding": true, "prompt": "document parsing with ... | |
[
"{\n \"broad_topical_query\": \"Document discussing radioactivity and celestial phenomena\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the study of radioactivity and its effects on celestial phenomena.\",\n \"specific_detail_query\": \"Observations of radioac... | Document discussing radioactivity and celestial phenomena | This query covers the main subject of the document, which is the study of radioactivity and its effects on celestial phenomena. | Observations of radioactivity during solar eclipses | This query focuses on a specific fact mentioned in the document, which is the observation of radioactivity during solar eclipses. | Document page with text in French | This query refers to the visual element of the document page, which contains text in French, indicating that the document is likely in French and contains text related to the topics mentioned. | true | 11
1'intérieur. Vous remerquerez plusieurs lerges techesOmega chengent de dimension et de forme d'une nuit à l'autre. Il y en e une près du centre de Ptolémée, des teches des Pleton, Aristerohus, Sohickerd, Hyginus et d'nutres chringent régulièrement. A l'œil nu vous pouvez voir une teche sombre à l'est d'Aristerohus.... | [{"type": "page_number", "bbox": [838.0, 85.0, 866.0, 99.0], "text": "11"}, {"type": "text", "bbox": [138.0, 133.0, 952.0, 251.0], "text": "1'intérieur. Vous remerquerez plusieurs lerges techesOmega chengent de dimension et de forme d'une nuit à l'autre. Il y en e une près du centre de Ptolémée, des teches des Pleton, ... | <BLOCK>page_number [838, 85, 866, 99]<CHILD>11
<BLOCK>text [138, 133, 952, 251]<CHILD>1'intérieur. Vous remerquerez plusieurs lerges techesOmega chengent de dimension et de forme d'une nuit à l'autre. Il y en e une près du centre de Ptolémée, des teches des Pleton, Aristerohus, Sohickerd, Hyginus et d'nutres chringent ... | [{"model_id": "PaddlePaddle/HPD-Parsing", "model_name": "HPD-Parsing", "column_name": "markdown", "blocks_column": "hpd_blocks", "bbox_space": "normalized_0_1000", "timestamp": "2026-07-27T11:59:30.140957", "temperature": 0.0, "max_tokens": 8000, "max_pixels": 0, "fork_decoding": true, "prompt": "document parsing with ... | |
[
"{\n \"broad_topical_query\": \"Science fiction journal articles on lunar eclipses and astronomy\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the observation and description of lunar eclipses and related astronomical phenomena.\",\n \"specific_detail_query\":... | Science fiction journal articles on lunar eclipses and astronomy | This query covers the main subject of the document, which is the observation and description of lunar eclipses and related astronomical phenomena. | 200 years ago, Sir John Herschel reported on lunar eclipses | This query focuses on a specific historical event mentioned in the document, which would be a key detail for someone searching for this particular report. | A page from a science fiction journal | This query refers to the visual element of the document, which is a page from a science fiction journal. It would be effective for someone looking for documents with similar visual characteristics. | true | 12
Des o冲击es qui pourreient être prises pour des éluoubretions d'un joursl de science-fiction se présent là. Prenez l'année de l'Enore. Au cours de le même nuit des points, oomme des gouttes d'enore apporurent dans Plinius et Copernious. Quelques semines plus terd un immeange objet aussi noir que des l'enore se perohs... | [{"type": "page_number", "bbox": [816.0, 76.0, 842.0, 90.0], "text": "12"}, {"type": "text", "bbox": [79.0, 117.0, 881.0, 249.0], "text": "Des o冲击es qui pourreient être prises pour des éluoubretions d'un joursl de science-fiction se présent là. Prenez l'année de l'Enore. Au cours de le même nuit des points, oomme des g... | <BLOCK>page_number [816, 76, 842, 90]<CHILD>12
<BLOCK>text [79, 117, 881, 249]<CHILD>Des o冲击es qui pourreient être prises pour des éluoubretions d'un joursl de science-fiction se présent là. Prenez l'année de l'Enore. Au cours de le même nuit des points, oomme des gouttes d'enore apporurent dans Plinius et Copernious. ... | [{"model_id": "PaddlePaddle/HPD-Parsing", "model_name": "HPD-Parsing", "column_name": "markdown", "blocks_column": "hpd_blocks", "bbox_space": "normalized_0_1000", "timestamp": "2026-07-27T11:59:30.140957", "temperature": 0.0, "max_tokens": 8000, "max_pixels": 0, "fork_decoding": true, "prompt": "document parsing with ... | |
[
"{\n \"broad_topical_query\": \"Document about the history and observations of the Moon\",\n \"broad_topical_explanation\": \"This query covers the main subject of the document, which is the history and observations of the Moon.\",\n \"specific_detail_query\": \"Observations of the Moon by Aristarchus\",\n \"sp... | Document about the history and observations of the Moon | This query covers the main subject of the document, which is the history and observations of the Moon. | Observations of the Moon by Aristarchus | This query focuses on a specific fact mentioned in the document, which is the observations of the Moon by Aristarchus. | Image of the Moon | This query refers to the image of the Moon mentioned in the document, which is a visual element that could be used to retrieve the document. | true | 13
dérées comme fumisterlie, Personne ne lui demande ce qu'il buveit ses jours là, ou bien s'il prisoit ou fumcit?En fait, quelques esprits ouvertes cellèrent euseli loin que de regarder pour eux-mèmes et ils virent les lumières eux-mèmes.Il y o 往cupoup à dire au sujet du Bon Vieux Temps.
Jusqu'eu moment où l'éole "b... | [{"type": "page_number", "bbox": [888.0, 83.0, 916.0, 97.0], "text": "13"}, {"type": "text", "bbox": [138.0, 132.0, 940.0, 207.0], "text": "dérées comme fumisterlie, Personne ne lui demande ce qu'il buveit ses jours là, ou bien s'il prisoit ou fumcit?En fait, quelques esprits ouvertes cellèrent euseli loin que de regar... | <BLOCK>page_number [888, 83, 916, 97]<CHILD>13
<BLOCK>text [138, 132, 940, 207]<CHILD>dérées comme fumisterlie, Personne ne lui demande ce qu'il buveit ses jours là, ou bien s'il prisoit ou fumcit?En fait, quelques esprits ouvertes cellèrent euseli loin que de regarder pour eux-mèmes et ils virent les lumières eux-mème... | [{"model_id": "PaddlePaddle/HPD-Parsing", "model_name": "HPD-Parsing", "column_name": "markdown", "blocks_column": "hpd_blocks", "bbox_space": "normalized_0_1000", "timestamp": "2026-07-27T11:59:30.140957", "temperature": 0.0, "max_tokens": 8000, "max_pixels": 0, "fork_decoding": true, "prompt": "document parsing with ... |
Document parsing using HPD-Parsing (server mode)
This dataset contains document-parsing results from images in davanstrien/ufo-ColPali using HPD-Parsing, a 1B hierarchical-parallel-decoding parser (94.91 on OmniDocBench v1.6 at 4,752 TPS), served behind an in-job vLLM server with concurrent requests.
Processing Details
- Source Dataset: davanstrien/ufo-ColPali
- Model: PaddlePaddle/HPD-Parsing
- Number of Samples: 5
- Failed Requests: 0 (marked
[OCR ERROR]) - Processing Time: 2.0 min
- Throughput: 1.00 images/sec
- Processing Date: 2026-07-27 11:59 UTC
Configuration
- Mode: customized vLLM server (
vllm serve) + concurrent driver, 32 concurrent requests - Decoding: hierarchical parallel (fork) + P-MTP speculative decoding
- Image Column:
image - Dataset Split:
train - Max Output Tokens: 8,000
- Temperature: 0.0 (greedy, per model card)
Dataset Structure
The dataset contains all original columns plus:
markdown: the extracted text as markdown, blocks joined in reading orderhpd_blocks: JSON list of the parsed blocks, one entry per region:{"type": "title|text|table|figure|formula|...", "bbox": [x1, y1, x2, y2], "text": "..."}hpd_raw: the untouched<BLOCK>/<FORK>/<CHILD>model outputinference_info: JSON list tracking all OCR models applied to this dataset
Bounding boxes are normalized, not pixels
bbox values are in the model's native 0-1000 normalized coordinate space (unlike
the pixel-space boxes some other recipes emit). Convert to pixels with:
x_px = x / 1000 * image.width
y_px = y / 1000 * image.height
Blocks appear in the model's own reading order; container blocks (e.g. list) and
chart/seal regions carry a bbox with empty text.
Reproduction
Produced on Hugging Face Jobs (gpu) with the hpd-parsing-server.py recipe from uv-scripts. HPD-Parsing needs the vendor's customized vLLM build, so the job runs on Paddle's own image:
hf jobs uv run --detach --flavor l4x1 -s HF_TOKEN --timeout 4h \
--image ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/hpd-parsing-vllm:latest-nvidia-gpu \
https://huggingface.co/datasets/uv-scripts/ocr/raw/main/hpd-parsing-server.py \
davanstrien/ufo-ColPali <output-dataset>
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