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Arithmetic Without Numbers – How LLMs Do Math

https://alvaro-videla.com/llm-arithmetic-internals/article_interactive/article.html
15•old_sound•1d ago

Comments

old_sound•1d ago
What happens inside an LLM when it tries to calculate with nothing but matrices.
silvestrov•1h ago
This is a very nice and fresh page layout.
euroderf•1h ago
The spirit of Rube Goldberg is alive and well.
iammjm•27m ago
Why doesn’t it just call tools such as Mathematica for such operations?
defrost•18m ago
This is more how an LLM thinks about math internally - an LLM version of drilled tables being used for mental arithmetic "as humans do".

When humans stall on these tasks, they reach for pen and paper, a slide rule, a calculator, etc.

Mathematica is overkill for arithmetic, in addition it's licenced and can cost a bit extra.

If an LLM were to reach for a light cheap arithmetic tool something like bc would be a good first stop - a CLI tool with a language that supports arbitrary precision numbers with interactive execution of statements.

https://en.wikipedia.org/wiki/Bc_(programming_language)

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Arithmetic Without Numbers – How LLMs Do Math

https://alvaro-videla.com/llm-arithmetic-internals/article_interactive/article.html
15•old_sound•1d ago•5 comments

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