update readme.md

README.md

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----
-license: apache-2.0
----
+---
+license: odc-by
+language:
+- ar
+tags:
+- arabicf
+- fineweb
+- MSA
+pretty_name: FineWeb2 MSA
+size_categories:
+- 10M<n<100M
+---
+
+# FineWeb2 MSA Arabic
+
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/628f7a71dd993507cfcbe587/7QWU4U2orwaXAZGC3lWy0.png)
+
+
+This is the MSA Arabic Portion of The [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2#additional-information) Dataset.
+
+This dataset contains a rich collection of text in **MSA Arabic** (ISO 639-3: arz), a widely spoken dialect within the Afro-Asiatic language family. 
+
+With over **439 million words** and **1.4 million** documents, it serves as a valuable resource for NLP development and linguistic research focused on Egyptian Arabic.
+
+
+
+## Purpose of This Repository
+
+This repository provides easy access to the **Arabic portion - MSA** 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](https://opendatacommons.org/licenses/by/1-0/), with additional usage subject to CommonCrawl's Terms of Use.. 
+
+### Citation
+
+If you use this dataset, please cite it as follows:
+
+```bibtex
+@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}
+}