Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
code
Size:
10K - 100K
ArXiv:
DOI:
License:
metadata
license: other
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.
For an in-depth look at the statistical properties of dataset, please have a look at our arXiv preprint.
Dataset release coming soon.