Datasets:
language:
- en
pretty_name: 'TokenMonster Datasets: English, Code, Fiction, Non-fiction'
size_categories:
- 1B<n<10B
tags:
- text
- english
- fiction
- nonfiction
- non-fiction
- modern fiction
- contemporary fiction
- fiction dataset
- code dataset
- english dataset
- code
- code samples
- tokenization
- tokenization datasets
- datasets
task_categories:
- text-generation
TokenMonster Datasets: English, Code, Fiction, Non-fiction
Included are datasets that were used to generate the TokenMonster pre-built vocabularies. All are raw text files.
The training data mostly came from Red Pajamas 1B Token Sample. However, to reduce formal English and emphasize other languages, informal writing and code, c4_sample & cc_sample were cropped to 100MB, and Reddit conversations data were added (also cropped to 100MB.)
Additionally, equally weighted code samples of 2MB per language (code_2mb) and 10MB per language (code_10mb) were added for 30 different programming languages to ensure all programming languages have representation. The source of the code samples was codeparrot/github-code. To ensure a range of coding styles, I allowed only 1 file per GitHub repository, and per file a maximum of 200 lines selected from the middle of the file.
Given the evolving nature of writing styles, I felt that book_sample.txt, which consists of out-of-copyright books, was not a good representation of contemporary fiction. To better represent a more modern style, I curated fiction.txt and fiction_100mb.txt by throwing together a few other datasets and cleaning it up.
| Filename | Filesize |
|---|---|
| arxiv_sample.txt | 88,925,569 |
| book_sample.txt | 108,069,616 |
| c4_sample.txt | 100,560,318 |
| cc_2023-06_sample.txt | 100,852,231 |
| code_2mb.txt | 62,895,904 |
| code_10mb.txt | 314,006,799 |
| fiction.txt | 357,119,086 |
| fiction_100mb.txt | 94,235,489 |
| github_sample.txt | 191,123,094 |
| stackexchange_sample.txt | 71,940,138 |
| wikipedia_sample.txt | 79,181,873 |
| reddit.txt | 100,027,565 |
Note: fiction_100mb.txt is a subset of fiction.txt, and code_2mb.txt is a subset of code_10mb.txt.