README.md

metadata

pretty_name: OpenWebText-Sentences
license:
  - cc0-1.0
language:
  - en
dataset_info:
  features:
    - name: text
      dtype: string
  splits:
    - name: train
      num_bytes: 40569863620
      num_examples: 307432490
  download_size: 25671862280
  dataset_size: 40569863620
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

OpenWebText-Sentences Dataset

Overview

This dataset is derived from the popular OpenWebText dataset (see here). 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)

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:

@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}
}