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.gitattributes

@@ -53,3 +53,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+arxiv_sample.txt filter=lfs diff=lfs merge=lfs -text
+book_sample.txt filter=lfs diff=lfs merge=lfs -text
+c4_sample.txt filter=lfs diff=lfs merge=lfs -text
+cc_2023-06_sample.txt filter=lfs diff=lfs merge=lfs -text
+code_10mb.txt filter=lfs diff=lfs merge=lfs -text
+code_2mb.txt filter=lfs diff=lfs merge=lfs -text
+fiction_100mb.txt filter=lfs diff=lfs merge=lfs -text
+fiction.txt filter=lfs diff=lfs merge=lfs -text
+github_sample.txt filter=lfs diff=lfs merge=lfs -text
+reddit.txt filter=lfs diff=lfs merge=lfs -text
+stackexchange_sample.txt filter=lfs diff=lfs merge=lfs -text
+wikipedia_sample.txt filter=lfs diff=lfs merge=lfs -text

README.md

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+## TokenMonster Datasets: English, Code, Fiction, Non-fiction
+
+Included are datasets that were used to generate the TokenMonster pre-built vocabularies.
+
+The training data mostly came from Red Pajamas [1B Token Sample](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T-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](https://huggingface.co/datasets/SophieTr/reddit_clean) 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](https://huggingface.co/datasets/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`.
+
+
+### License
+
+* [Common Crawl Foundation Terms of Use](https://commoncrawl.org/terms-of-use/full/)
+* [C4 license](https://huggingface.co/datasets/allenai/c4#license)
+* [the_pile_books3 license](https://huggingface.co/datasets/the_pile_books3#licensing-information) and [pg19 license](https://huggingface.co/datasets/pg19#licensing-information)
+* [ArXiv Terms of Use](https://info.arxiv.org/help/api/tou.html)
+* [Wikipedia License](https://huggingface.co/datasets/wikipedia#licensing-information)
+* [StackExchange license on the Internet Archive](https://archive.org/details/stackexchange)

arxiv_sample.txt

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book_sample.txt

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c4_sample.txt

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cc_2023-06_sample.txt

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code_10mb.txt

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code_2mb.txt

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fiction.txt

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fiction_100mb.txt

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github_sample.txt

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reddit.txt

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stackexchange_sample.txt

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wikipedia_sample.txt

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