Omartificial-Intelligence-Space/FineWeb2-North-Levantine-Arabic

FineWeb2 North Levantine Arabic

🇱🇧 This is the North Levantine Arabic Portion of The FineWeb2 Dataset.

🇸🇩 The North Levantine Arabic, represented by the ISO 639-3 code apc, is a member of the Afro-Asiatic language family and utilizes the Arabic script.

🇯🇴 Known within subsets as apc_Arab, this language boasts an extensive corpus of over ** 221K rows**.

Purpose of This Repository

This repository provides easy access to the Arabic portion - North Levantine of the extensive FineWeb2 dataset. My primary goal is to make this valuable data more accessible and impactful for researchers, developers, and anyone working on Arabic natural language processing (NLP) projects.

By focusing on Arabic, I aim to:

• Simplify Access: Provide a direct and streamlined way to download the Arabic portion of the dataset without navigating through the larger collection.
• Promote Research: Enable more efficient use of Arabic text data for NLP, LLMs, and linguistic research.
• Empower the Community: Support Arabic language processing and contribute to the growth of multilingual NLP capabilities.
• Encourage Collaboration: Foster an environment where researchers and developers can build impactful applications using Arabic data.

Credit to the Original Work

The dataset is released under the Open Data Commons Attribution License (ODC-By) v1.0, with additional usage subject to CommonCrawl's Terms of Use.

Citation

If you use this dataset, please cite it as follows:

@software{penedo2024fineweb-2,
  author = {Penedo, Guilherme and Kydlíček, Hynek and Sabolčec, Vinko and Messmer, Bettina and Foroutan, Negar and Jaggi, Martin and von Werra, Leandro and Wolf, Thomas},
  title = {FineWeb2: A sparkling update with 1000s of languages},
  month = dec,
  year = 2024,
  doi = {10.57967/hf/3744},
  url = {https://huggingface.co/datasets/HuggingFaceFW/fineweb-2}
}