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Trivet is presented, a framework combining large language models (LLMs) and Lean for automated translation validation of LLVM transformations, which generates structured proof scaffolds based on source and target functions, automatically discharges obligations amenable to deterministic reasoning, and delegates transformationspecific obligations to LLMs.
LLMs can automate and significantly improve the generalization of compiler peephole optimizations, outperforming specialized program synthesis techniques.