CarperAI/pilev2-dev

Dataset Card for [Dataset Name]

Dataset Summary

The PileV2 is a larger and more diverse collection of text data mostly focused on English text. Specifically, it is a collection of roughly 40 different data subsets. This includes the original 22 subsets from the original pile plus a heavy focus on additional software engineering specific data subsets including the newly released "The Stack" from bigcode, various programming competition sources, and a number of programmer oriented discussion groups such as Discourse, programming Subreddits, and Stack Exchange. This portion of the PileV2 we've named the CodePile to hopefully improve language model for the domain of Software Engineering that goes beyond simplily coding.

Supported Tasks and Leaderboards

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Languages

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Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

The PileV2:

• ArXiv - https://arxiv.org/
• PubMed Central - https://www.ncbi.nlm.nih.gov/pmc/
• Books3 - https://the-eye.eu/public/AI/pile_preliminary_components/books3.tar.gz
• Project Gutenberg - https://www.gutenberg.org/
• Free Law Project - https://free.law/
• Wikipedia (en) - https://dumps.wikimedia.org/enwiki/
• EuroParl - https://www.statmt.org/europarl/
• (Hendryks) SEC - https://www.sec.gov/
• (Hendryks) AMPS - https://www.amps.org/
• USPTO - https://www.uspto.gov/
• Hacker News - https://news.ycombinator.com/
• OpenWebText2 - https://skylion007.github.io/OpenWebTextCorpus/
• Pile-CC -
• Pile of Law - https://www.pileoflaw.com/
• Case.Law - https://case.law/
• Multi Session -
• Reddit - https://files.pushshift.io/reddit/

The CodePile:

• The Stack - https://www.bigcode-project.org/docs/about/the-stack/
• Ubuntu IRC - https://irclogs.ubuntu.com/
• Stack Exchange - https://archive.org/details/stackexchange
• DM Mathematics - https://www.kaggle.com/c/learn-ai-bowl-2020/data
• Apache Software Foundation Public Mail Archives - https://mail-archives.apache.org/
• Arduino Forum - https://forum.arduino.cc/
• GitLab - https://gitlab.com/
• Bitbucket diffs - https://bitbucket.org/
• Bitbucket code - https://bitbucket.org/
• Programming Competition Data - https://www.kaggle.com/c/learn-ai-bowl-2020/data
• Discourse - https://meta.discourse.org/t/discourse-data-explorer/112497
• Reddit Programming Subthreads - https://files.pushshift.io/reddit/
• Programming Books - https://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics
• UseNet - https://archive.org/details/usenet
• Mailing Lists - https://www.kaggle.com/wcukierski/enron-email-dataset
• Gitter Discussions - https://gitter.im/
• Zulip - https://zulipchat.com/
• AI4Code Notebooks -
• LinusTechTips forums - https://linustechtips.com/
• GitHub diffs -
• GitHub Issues -
• Leetcode - https://leetcode.com/

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

Thanks to @github-username for adding this dataset.