Where can I learn more about SIMD, CPU intrinsics and the like in the context of Rust?

This page summarizes the projects mentioned and recommended in the original post on /r/rust

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  • llama.cpp

    LLM inference in C/C++

  • I am a machine learning researcher working in NLP, but mostly on the higher level research. I have been tracking the progress of language model implementations on the C++ side lately and have been very impressed with the effort and performance of https://github.com/ggerganov/llama.cpp

  • rllama

    Rust+OpenCL+AVX2 implementation of LLaMA inference code

  • I have seen some Rust attempts as well such as https://github.com/Noeda/rllama/ but they are still way behind the C++ ones. This seems like an interesting space to get into.

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  • ultraviolet

    A wide linear algebra crate for games and graphics.

  • Some other good places to look would be the source code for the ultraviolet crate and for wide.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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