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The Little Book of Maths for LLMs-The maths you need to understand LLMs

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  1. A ~9M parameter LLM that talks like a small fish.

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  2. How LLMs Work

    ynarwal.github.io

    Interactive visual guide based on Karpathy's lecture

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  3. Thematic links across books, automatically discovered by Claude.

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  4. Most book summaries on the internet are not detailed enough.

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  5. Wordllama

    github.com

    Things you can do with the token embeddings of an LLM

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