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Studying the Blade
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Studying the Blade

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@TheFutureGadgetsLab

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haydn-jones/README.md

I'm Haydn, a PhD student at Penn working with Jacob Gardner and Mark Yatskar. I mainly work on LLMs for biomedical science: agents over scientific literature, getting language models to understand molecular structure, deep research systems, and so on. When I have time, which is approximately never, I like to play around with distributed training, LLM inference, and burning B200s. The JAX stint was a temporary mania.

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  1. TheFutureGadgetsLab/WaifuXL TheFutureGadgetsLab/WaifuXL Public

    State of the art image upscaling, directly in your browser.

    TypeScript 183 14

  2. pytorch/torchtitan pytorch/torchtitan Public

    A PyTorch native platform for training generative AI models

    Python 5.8k 1k

  3. SOAP_JAX SOAP_JAX Public

    Unofficial JAX implementation of the SOAP optimizer (https://arxiv.org/abs/2409.11321)

    Python 29 10

  4. MNISTFromScratch MNISTFromScratch Public

    A hand made neural network and backprop implementation

    C++ 1

  5. TheFutureGadgetsLab/PettingZoo TheFutureGadgetsLab/PettingZoo Public

    Genetically training ML models to play a platformer style game

    Python 3 2

  6. TheFutureGadgetsLab/Petri TheFutureGadgetsLab/Petri Public

    Artificial life simulation where agents are biologically inspired digital machines, powered by evolution. Early development.

    Rust 9 2