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license: other
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# ComPile: A Large IR Dataset from Production Sources

## About

Utilizing the LLVM compiler infrastructur shared by a number of languages, ComPile is a 182B token dataset of
LLVM IR. The dataset is generated from programming languages built on the shared LLVM infrastructure, including Rust,
Swift, Julia, and C/C++, by hooking into LLVM code generation either through the language's package manager or the
compiler directly to extract the dataset of intermediate representations from production grade programs using our
[dataset collection utility for the LLVM compilation infrastructure](https://github.com/llvm-ml/llvm-ir-dataset-utils).


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).


> Dataset release coming soon.