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license: mit |
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--- |
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This is the benchmark of [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
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## About |
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* **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. |
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* **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. |
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## Columns |
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It contains the following columns: |
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``` |
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{ |
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"name":"demangled name for the function", |
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"code":"source code", |
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"asm":"assembly", |
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"file":"source code path" |
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} |
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``` |
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## Meta data |
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* [raw data](https://huggingface.co/datasets/LLM4Binary/decompile-bench-raw) contains 100M raw fuctions that decompile-bench is condensed from. |
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* The [binaries](https://huggingface.co/datasets/LLM4Binary/decompile-bench-bins) for the decompile-bench is also released, with debugging information helpful for tracing types and names. |
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## Others |
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For more details, please check [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
