Datasets:

davanstrien
/

ocr-affordances-paddle

page_id stringclasses 8 values	page_type stringclasses 1 value	page_number stringclasses 6 values	ocr_text stringclasses 7 values	markdown stringclasses 7 values	inference_info stringclasses 1 value
brit_00000	Normal				[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_00389	Normal	336	PlateXXHI.	Plate. XXIII. Fig. 1. Fig. 2. Fig. 3. Fig. 4. ARANÉA TARANTULA Fig. 5. Fig. 6. Fig. 8. Fig. 9. A. Bell Sculp. B.	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_00778	Normal	647	B O Themp, tranfplanted them at a great diftance from anymales of the fame genus, and befides had them inclofedby double rows of hedges. The refult was, that eachof thefe plants produced great quantities of fertile feeds.Tournefort made the fame trial upon the Inpulus, Mil¬ler upon the bryony, and Geoffroy upon the may...	B O T A N Y. hemp, transplanted them at a great distance from any males of the fame genus, and beides had them inclosed by double rows of hedges. The refut was, that each of thee plants produced great quantities of fertile feeds. Tournefort made the fame trial upon the Iupulus, Mil I. upon the brysypo and Georgetown up...	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_01167	Normal	6	DAS (30 6Porn'll of Exeter, which fends two members to parlia¬ment: W. long. 40, and N. lat. 50° 25'.DARWENT, a river, which,' rifing in the Peak of Dar-byfhire, runs from north to fouth through that county,and falls into the Trent.DASYPUS, the Armadillo,in zoology, a genus ofqua¬drupeds belonging to the...	D A S ( 306 ) D A T ) D A R ) D A W. long, 4°, and N. lat. 50° 25°. D A R WENT, a river, which, rising in the Peak of Darbyshire, runs from north to fourth through that county, and falls into the Trent. D A S YPUS, the ARMADILLO, in zoology, a genus of quadrupeds belonging to the order of bruta. The daffypus has neithe...	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_01556	Normal	733	C HI A m?1t mull'be acknowledged, That thefe two dlalles of wordsare io nearly allied to one another, that it is difficult toalcertain, in all cafes, the precife boundary betweenthem.Befides thefe, there are other words which fometimesaflame the province of pronouns, and- are generally con¬sidered as belonging to ...	It must be acknowledged, that these two cliffs of words are so nearly allied to one another, that it is difficult to ascertain, in all cafés, the precise boundary between the Befides thefe, there are other words which sometimes affluence the province of pronouns, and are generally considered as belonging to this claf, ...	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_01945	Normal	72	71 M E D Iamong the foldters, they are called camp-fevers ; in Hun¬gary, an Hungaric fever. But the pjague, or peftilence,is known when buboes and carbuncles arlfe in variousparts of the body. The fweating ficknefs had its rife inEngland, in which the patient fell into a violent fweat,of which many died in a day’s time...	72 M E D I C I N E. among the foldiers, they are called camp-fevers ; in Hungary, an Hungarian fever. But the plague, or pefilence, is known when baboes and carbuncles arife in various parts of the body. The sweating ficknefs had its rife in England, in which the patient fell into a violent fweat, of which many died in...	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_02334	Normal		OPTgreat, apper.r"s from tl.e light of a candle; whrdi, ifthere be no obftacle in the way to obflrud the palTage ofits rays, will Gil all the fpace within two miles of thecfardle every way with luminous particles, before it haslofl: the lead: fenfible part of its fubdance.A ray of light is a continued dream of ihe...	great, appears from the light of a candle; which, if there be no obstacle in the way to obstruct the pfaffg of its rays, will fill all the space within two miles of the candle every way with luminous particles, before it has left the least flexible body in a straight line, and that the particles themselves are incompre...	[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]
brit_02723	Normal				[{"model_id": "PaddlePaddle/PaddleOCR-VL", "model_name": "PaddleOCR-VL", "model_size": "0.9B", "task_mode": "ocr", "column_name": "markdown", "timestamp": "2026-06-05T14:16:52.883767", "temperature": 0.0, "max_tokens": 4096, "smart_resize": true}]

Document Processing using PaddleOCR-VL (OCR mode)

This dataset contains OCR results from images in davanstrien/ocr-affordances-pages using PaddleOCR-VL, an ultra-compact 0.9B OCR model.

Processing Details

Source Dataset: davanstrien/ocr-affordances-pages
Model: PaddlePaddle/PaddleOCR-VL
Task Mode: ocr - General text extraction to markdown format
Number of Samples: 8
Processing Time: 2.8 min
Processing Date: 2026-06-05 14:16 UTC

Configuration

Image Column: image
Output Column: markdown
Dataset Split: train
Batch Size: 16
Smart Resize: Enabled
Max Model Length: 8,192 tokens
Max Output Tokens: 4,096
Temperature: 0.0
GPU Memory Utilization: 80.0%

Model Information

PaddleOCR-VL is a state-of-the-art, resource-efficient model tailored for document parsing:

🎯 Ultra-compact - Only 0.9B parameters (smallest OCR model)
📝 OCR mode - General text extraction
📊 Table mode - HTML table recognition
📐 Formula mode - LaTeX mathematical notation
📈 Chart mode - Structured chart analysis
🌍 Multilingual - Support for multiple languages
⚡ Fast - Quick initialization and inference
🔧 ERNIE-4.5 based - Different architecture from Qwen models

Task Modes

OCR: Extract text content to markdown format
Table Recognition: Extract tables to HTML format
Formula Recognition: Extract mathematical formulas to LaTeX
Chart Recognition: Analyze and describe charts/diagrams

Dataset Structure

The dataset contains all original columns plus:

markdown: The extracted content based on task mode
inference_info: JSON list tracking all OCR models applied to this dataset

Usage

from datasets import load_dataset
import json

# Load the dataset
dataset = load_dataset("{output_dataset_id}", split="train")

# Access the extracted content
for example in dataset:
    print(example["markdown"])
    break

# View all OCR models applied to this dataset
inference_info = json.loads(dataset[0]["inference_info"])
for info in inference_info:
    print(f"Task: {info['task_mode']} - Model: {info['model_id']}")

Reproduction

This dataset was generated using the uv-scripts/ocr PaddleOCR-VL script:

uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/paddleocr-vl.py \
    davanstrien/ocr-affordances-pages \
    <output-dataset> \
    --task-mode ocr \
    --image-column image \
    --batch-size 16 \
    --max-model-len 8192 \
    --max-tokens 4096 \
    --gpu-memory-utilization 0.8

Performance

Model Size: 0.9B parameters (smallest among OCR models)
Processing Speed: ~0.05 images/second
Architecture: NaViT visual encoder + ERNIE-4.5-0.3B language model

Generated with 🤖 UV Scripts

Downloads last month: 19

Number of rows:

Total file size:

5.7 MB