--- --- # Dataset Card for "openwebtext" ## Table of Contents - [Dataset Description](#dataset-description) - [Dataset Summary](#dataset-summary) - [Supported Tasks](#supported-tasks) - [Languages](#languages) - [Dataset Structure](#dataset-structure) - [Data Instances](#data-instances) - [Data Fields](#data-fields) - [Data Splits Sample Size](#data-splits-sample-size) - [Dataset Creation](#dataset-creation) - [Curation Rationale](#curation-rationale) - [Source Data](#source-data) - [Annotations](#annotations) - [Personal and Sensitive Information](#personal-and-sensitive-information) - [Considerations for Using the Data](#considerations-for-using-the-data) - [Social Impact of Dataset](#social-impact-of-dataset) - [Discussion of Biases](#discussion-of-biases) - [Other Known Limitations](#other-known-limitations) - [Additional Information](#additional-information) - [Dataset Curators](#dataset-curators) - [Licensing Information](#licensing-information) - [Citation Information](#citation-information) - [Contributions](#contributions) ## [Dataset Description](#dataset-description) - **Homepage:** [https://skylion007.github.io/OpenWebTextCorpus/](https://skylion007.github.io/OpenWebTextCorpus/) - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Size of downloaded dataset files:** 12283.35 MB - **Size of the generated dataset:** 37927.15 MB - **Total amount of disk used:** 50210.50 MB ### [Dataset Summary](#dataset-summary) An open-source replication of the WebText dataset from OpenAI. ### [Supported Tasks](#supported-tasks) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Languages](#languages) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## [Dataset Structure](#dataset-structure) We show detailed information for up to 5 configurations of the dataset. ### [Data Instances](#data-instances) #### plain_text - **Size of downloaded dataset files:** 12283.35 MB - **Size of the generated dataset:** 37927.15 MB - **Total amount of disk used:** 50210.50 MB An example of 'train' looks as follows. ``` This example was too long and was cropped: { "text": "\"A magazine supplement with an image of Adolf Hitler and the title 'The Unreadable Book' is pictured in Berlin. No law bans “Mei..." } ``` ### [Data Fields](#data-fields) The data fields are the same among all splits. #### plain_text - `text`: a `string` feature. ### [Data Splits Sample Size](#data-splits-sample-size) | name | train | |----------|------:| |plain_text|8013769| ## [Dataset Creation](#dataset-creation) ### [Curation Rationale](#curation-rationale) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Source Data](#source-data) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Annotations](#annotations) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Personal and Sensitive Information](#personal-and-sensitive-information) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## [Considerations for Using the Data](#considerations-for-using-the-data) ### [Social Impact of Dataset](#social-impact-of-dataset) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Discussion of Biases](#discussion-of-biases) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Other Known Limitations](#other-known-limitations) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## [Additional Information](#additional-information) ### [Dataset Curators](#dataset-curators) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Licensing Information](#licensing-information) [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### [Citation Information](#citation-information) ``` @misc{Gokaslan2019OpenWeb, title={OpenWebText Corpus}, author={Aaron Gokaslan*, Vanya Cohen*, Ellie Pavlick, Stefanie Tellex}, howpublished{\url{http://Skylion007.github.io/OpenWebTextCorpus}}, year={2019} } ``` ### Contributions Thanks to [@richarddwang](https://github.com/richarddwang) for adding this dataset.