Update README.md

README.md

@@ -1757,6 +1757,34 @@ configs:
 tags:
 - sports
 ---
-Readme will be updated shortly, for now use https://github.com/chrischenhub/OnlySportsLM for reference.
+# OnlySports Dataset
 
-OnlySports Dataset, a comprehensive collection of English sports documents. This dataset comprises a diverse range of content including news articles, blogs, match reports, interviews, and tutorials, all extracted from the FineWeb dataset. FineWeb is a thoroughly cleaned and deduplicated subset of CommonCrawl, spanning from 2013 to present. It represents one of the best open-source datasets for LLM training. Our extraction process involved two key steps: first, we applied URL filtering to identify potentially relevant content, and second, we developed a custom sports text classifier to accurately identify and extract sports-related documents from the filtered data. The resulting OnlySports Dataset encompasses 1.2 TB of text, equivalent to approximately 600 billion RWKV/GPT2 tokens. This makes it the largest sport domain dataset to date, significantly surpassing previous collections in both scale and comprehensiveness
+> **Note:** This README will be updated shortly. For now, please refer to [https://github.com/chrischenhub/OnlySportsLM](https://github.com/chrischenhub/OnlySportsLM) for the most up-to-date information.
+
+## About
+
+OnlySports Dataset is a comprehensive collection of English sports documents. This dataset comprises a diverse range of content including news articles, blogs, match reports, interviews, and tutorials, all extracted from the FineWeb dataset.
+
+## Dataset Information
+
+- **Source:** FineWeb dataset (a cleaned and deduplicated subset of CommonCrawl)
+- **Time Span:** 2013 to present
+- **Size:** 1.2 TB of text
+- **Token Count:** Approximately 600 billion RWKV/GPT2 tokens
+
+## Extraction Process
+
+1. **URL Filtering:** Applied to identify potentially relevant content
+2. **Custom Sports Text Classifier:** Developed to accurately identify and extract sports-related documents
+
+## Significance
+
+The OnlySports Dataset is currently the largest sport domain dataset, surpassing previous collections in both scale and comprehensiveness. It represents one of the best open-source datasets for LLM training in the sports domain.
+
+## Future Updates
+
+This README will be updated with more detailed information. Please check back later or refer to the link provided above for the most current details.
+
+## Contact
+
+For more information, visit [https://github.com/chrischenhub/OnlySportsLM](https://github.com/chrischenhub/OnlySportsLM).