LLM4Binary/decompile-bench

This is the benchmark of LLM4Decompile project.

About

• Decompile-Bench is the first open-source dataset comprising two million binary-source function pairs condensed from 100 million collected function pairs, i.e., 450GB of binaries compiled from permissively licensed GitHub projects.
• C and C++ Support: These datasets include both C and C++ source code, whereas earlier models (LLM4Decompile-V1.5, V2) and the HumanEval-Decompile dataset were limited to C only.

Columns

It contains the following columns:

{
"name":"demangled name for the function",
"code":"source code",
"asm":"assembly",
"file":"source code path"
}

Meta data

• raw data contains 100M raw fuctions that decompile-bench is condensed from.
• The binaries for the decompile-bench is also released, with debugging information helpful for tracing types and names.

Others

For more details, please check LLM4Decompile project.