Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

From	John R Levine <johnl@taugh.com>
Newsgroups	comp.compilers
Subject	Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
Date	2024-07-08 21:27 -0400
Organization	Compilers Central
Message-ID	<24-07-001@comp.compilers> (permalink)

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People at Meta (Facebook) trained their LLM to do some compiler
optimzation tasks.  One was selecting the set of optimizations that LLVM
should do on a program, the other was disassembling assembler code in to
LLVM IR.  It did OK.

https://arxiv.org/abs/2407.02524

Their LLM is open source if anyone wants to try it.

Regards,
John Levine, johnl@taugh.com, Taughannock Networks, Trumansburg NY
Please consider the environment before reading this e-mail. https://jl.ly

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Meta Large Language Model Compiler: Foundation Models of Compiler Optimization John R Levine <johnl@taugh.com> - 2024-07-08 21:27 -0400

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