Update README.md

README.md

@@ -31,4 +31,123 @@ language:
 pretty_name: Tamil Wikipedia
 size_categories:
 - 100K<n<1M
----
+
+
+
+
+---
+Here’s a detailed `README.md` (Model Card / Dataset Card) for your Tamil Wikipedia dataset on Hugging Face, formatted in Markdown:
+
+---
+
+# 🧠 Tamil Wikipedia Dataset (`tawiki`)
+
+[![Hugging Face](https://img.shields.io/badge/dataset-huggingface-blue)](https://huggingface.co/datasets/Hemanth-thunder/tawiki)
+
+The **Tamil Wikipedia (`tawiki`)** dataset is a cleaned and preprocessed dump of the Tamil language Wikipedia, curated for use in Natural Language Processing (NLP) tasks such as language modeling, summarization, machine translation, and question answering.
+
+---
+
+## 📚 Dataset Overview
+
+* **Language**: Tamil (`ta`)
+* **Source**: [Wikipedia](https://ta.wikipedia.org)
+* **Size**: Varies by configuration (tokenized or raw text)
+* **License**: Apache 2.0
+* **Maintainer**: [Hemanth-thunder](https://huggingface.co/Hemanth-thunder)
+ 
+
+---
+
+## ✨ Dataset Features
+
+| Feature | Description                       |
+| ------- | --------------------------------- |
+| `id`    | Unique identifier for the article |
+| `title` | Title of the Wikipedia page       |
+| `text`  | Full cleaned text of the article  |
+
+---
+
+## 🧹 Preprocessing Steps
+
+* Extracted using a Wikipedia XML dump.
+* Removed MediaWiki markup, references, templates, and tables.
+* Removed stub or extremely short articles.
+* Unicode normalization (UTF-8).
+* Optional: Sentence segmentation (if applied).
+
+---
+
+## 🛠️ Usage
+
+You can load this dataset using the Hugging Face `datasets` library:
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("Hemanth-thunder/tawiki")
+
+# Access a sample
+print(dataset["train"][0])
+```
+
+---
+
+## 📌 Example Entry
+
+```json
+{
+  "id": "12345",
+  "title": "தமிழ் இலக்கியம்",
+  "text": "தமிழ் இலக்கியம் என்பது தமிழ் மொழியில் எழுதப்பட்ட ..."
+}
+```
+
+---
+
+## 📈 Potential Use Cases
+
+* ✅ Language Modeling (e.g., training Tamil LLMs)
+* ✅ Named Entity Recognition (NER)
+* ✅ Summarization
+* ✅ Translation (e.g., Tamil ↔ English)
+* ✅ Question Answering and Knowledge Graph extraction
+
+---
+
+## 🚧 Limitations
+
+* May still contain minor residual formatting.
+* Biased toward topics commonly represented in Wikipedia.
+* Not suitable for real-time or critical decision-making without further validation.
+
+---
+
+## 📄 License
+
+The dataset is derived from [Wikipedia](https://ta.wikipedia.org) and is distributed under the [Creative Commons Attribution-Share-Alike 3.0 Unported License (CC BY-SA 3.0)](https://creativecommons.org/licenses/by-sa/3.0/).
+
+---
+
+## 👨‍💻 Citation
+
+If you use this dataset, please cite it as:
+
+```bibtex
+@misc{tawiki2025,
+  title = {Tamil Wikipedia Dataset},
+  year = {2024}
+}
+```
+
+---
+
+## 📬 Contact
+
+If you have questions, suggestions, or issues, feel free to reach out via [Hugging Face](https://huggingface.co/Hemanth-thunder) or email.
+
+---
+
+Let me know if you want this converted to a `dataset_card.json` or need help analyzing token counts, vocab size, or stats!