Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
code
Size:
10K - 100K
ArXiv:
DOI:
License:
Commit
•
3136413
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Parent(s):
Super-squash branch 'main' using huggingface_hub
Browse filesCo-authored-by: ludgerpaehler <ludgerpaehler@users.noreply.huggingface.co>
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.gitattributes
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README.md
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---
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license: other
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---
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# ComPile: A Large IR Dataset from Production Sources
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## About
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Utilizing the LLVM compiler infrastructur shared by a number of languages, ComPile is a 182B token dataset of
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LLVM IR. The dataset is generated from programming languages built on the shared LLVM infrastructure, including Rust,
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Swift, Julia, and C/C++, by hooking into LLVM code generation either through the language's package manager or the
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compiler directly to extract the dataset of intermediate representations from production grade programs using our
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[dataset collection utility for the LLVM compilation infrastructure](https://github.com/llvm-ml/llvm-ir-dataset-utils).
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For an in-depth look at the statistical properties of dataset, please have a look at our [arXiv preprint](https://arxiv.org/abs/2309.15432).
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> Dataset release coming soon.
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