Update README.md

README.md

@@ -41,4 +41,48 @@ configs:
     path: data/test-*
 language:
 - aeb
+tags:
+- fineweb2
+- dataset
+- Arabic
+- Tunisian
+license: odc-by
 ---
+
+This is the Tunisian Arabic Portion of The [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2#additional-information) Dataset.
+
+This dataset contains a rich collection of text in **Tunisian Arabic** (ISO 639-3: aeb), a widely spoken dialect within the Afro-Asiatic language family. 
+
+It serves as a valuable resource for NLP development and linguistic research focused on Tunisian Arabic.
+
+
+
+## Purpose of This Repository
+
+This repository provides easy access to the **Arabic portion - Tunisian** 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}
+}