Update README.md

README.md

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 ---
+pretty_name: OpenWebText-Sentences
+license:
+- cc0-1.0
 language:
 - en
 dataset_info:
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   - split: train
     path: data/train-*
 ---
+
+# OpenWebText-Sentences Dataset
+
+## Overview
+This dataset is derived from the popular OpenWebText dataset ([see here](https://huggingface.co/datasets/Skylion007/openwebtext)). It contains the same text content as the original OpenWebText, but split into individual sentences.
+
+## Key Features
+- Content: All text from the original OpenWebText dataset
+- Format: Sentences are stored individually now in parquet format for faster access
+- Order: Maintains all original OpenWebText text and the order thereof
+- Tokenization: Sentences were split using NLTK 3.9.1 pre-trained "Punkt" tokenizer for English ([see here](https://www.nltk.org/api/nltk.tokenize.punkt.html))
+
+## OpenWebText-Sentences Information
+- Size: 25.7 GB (generated dataset)
+- Number of sentences: 307,432,490
+- Language: English
+
+## OpenWebText Information
+- Size: 41.70 GB (generated dataset)
+- Number of documents: 8,013,769
+- Language: English
+
+## Citation
+When using this dataset, please cite the original OpenWebText corpus:
+
+```bibtex
+@misc{Gokaslan2019OpenWeb,
+    title={OpenWebText Corpus},
+    author={Gokaslan, Aaron and Cohen, Vanya and Pavlick, Ellie and Tellex, Stefanie},
+    howpublished={\url{http://Skylion007.github.io/OpenWebTextCorpus}},
+    year={2019}
+}