Update README.md

README.md

@@ -15,10 +15,10 @@ Source and Reference
 The original dataset, Fineweb-Edu-Fortified, is a deduplicated version of the Fineweb-Edu dataset. Fineweb-Edu was created from data processed across 95 crawls of Common Crawl, covering web content from 2013 to 2024. This filtered version maintains the core educational texts while stripping out unnecessary fields to make the dataset more accessible for specific machine learning tasks.
 
 The original dataset is detailed in its dataset card here.
-Dataset Composition
+https://huggingface.co/datasets/airtrain-ai/fineweb-edu-fortified
 
 Score: Represents the quality of the text content.
-Text: The main content of the webpage (limited to the first 512 tokens).
+Text: The main content of the webpage 
 URL: The source URL from which the text was extracted.
 
 Use Cases
@@ -38,7 +38,7 @@ License
 This dataset is released under the Open Data Commons Attribution License (ODC-By) v1.0, in accordance with the licensing of the original dataset.
 Citation
 
-If you use this dataset, please cite the original dataset:
+If you use this dataset, please cite the original dataset: https://huggingface.co/datasets/airtrain-ai/fineweb-edu-fortified