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README.md
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---
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task_categories:
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- feature-extraction
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size_categories:
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- 100M<n<1B
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---
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# Dataset Card for slimpajama-ngrams
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N-gram frequencies calculated from the SlimPajama test set. Github and StackExchange data sources were excluded to avoid overrepresentation of code.
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## Dataset Details
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### Dataset Description
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<!-- Provide a longer summary of what this dataset is. -->
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#### Processing
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N-grams were extracted for all words and for content words (cw) only.
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Content words were determined by the SpaCy large pipeline version 3.5. Verbs operating as auxiliaries were treated as function words.
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#### Format
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Document boundaries are indicated by three "#" tokens.
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Data is represented in a 4-gram format, but smaller n-grams can be recovered.
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Example: the last bigram of a document will be [word_a, word_b, "#", "#"]
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- **Curated by:** Langdon
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- **License:**
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Please refer to the licenses of the SlimPajama data subsets.
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- [Common Crawl Foundation Terms of Use](https://commoncrawl.org/terms-of-use/full/)
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- [C4 license](https://huggingface.co/datasets/allenai/c4#license)
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- Books: [the_pile_books3 license](https://huggingface.co/datasets/the_pile_books3#licensing-information) and [pg19 license](https://huggingface.co/datasets/pg19#licensing-information)
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- [ArXiv Terms of Use](https://info.arxiv.org/help/api/tou.html)
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- [Wikipedia License](https://huggingface.co/datasets/wikipedia#licensing-information)
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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