I feel like verifiable math & physics simulation should be something which every LLM should just invoke as a tool instead of trying to do it within slowly
this post was submitted on 30 Oct 2023
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I think I have to agree.
I am starting to think that the only way to do this is outsource specific calculations to a mathematical expression parser.
That's more or less how I'd like to tackle the problem, by generalizing "Guided Generalization" into a plugin system which can use any user-specified symbolic logic to guide inference by pruning token choices.
Math tools and logical provers seem like gimmes for such application.
llama.cpp already has GG hooks for implementing "grammars". That seems like a good place to implement such a plugin system.