The post discusses the process of decompiling binary code using large language models. It introduces LLM4Decompile, an open-source LLM dedicated to decompilation. The evaluation benchmark, Decompile-Eval, is also discussed, along with its focus on re-compilability and re-executability. The post provides example code on how to use the LLM4Decompile model for decompilation.

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Table of contents
0. Updates1. Introduction of LLM4Decompile and Decompile-Eval2. Evaluation Results3. How to Use The Model4. How to use Decompile-Eval5. On Going6. License7. Contact8. Thoughts9. Citation

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