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---
license: gpl-3.0
task_categories:
- text-generation
language:
- ar
pretty_name: Arabic Books
size_categories:
- 1K<n<10K
tags:
- arabic
- ocr
- books
- text-extraction
- language-modeling
- vision-transformers
---
# Arabic Books
## Dataset Summary
The `arabic-books` dataset contains **8,500 rows of text**, each representing the full text of a single Arabic book. These texts were extracted using the [arabic-large-nougat](https://huggingface.co/MohamedRashad/arabic-large-nougat) model, showcasing the model’s capabilities in Arabic OCR and text extraction. The dataset spans a total of **1.1 billion tokens**, calculated using the GPT-4 tokenizer.
This dataset is a **testimony to the quality** of the Arabic Nougat models and their effectiveness in extracting structured text from complex Arabic documents.
## Research Context
The dataset is part of the **Arabic Nougat** research project and supports the findings of the research paper:
**[Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction](https://huggingface.co/papers/2411.17835)**.
## Purpose
This dataset is intended to:
- Demonstrate the performance of Arabic Nougat models.
- Serve as a resource for developing **Arabic language models** and advancing research in **Arabic NLP**.
## Licensing
This dataset is released under the **GPL-3.0 License**, enabling its open-source availability for further research and development.
## Citation
If you use this dataset, please cite the corresponding research paper:
```bibtex
@misc{rashad2024arabicnougatfinetuningvisiontransformers,
title={Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction},
author={Mohamed Rashad},
year={2024},
eprint={2411.17835},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2411.17835},
}
```
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