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garrettallen14/README.md

I recently graduated from the University of Southern California, where I received a degree in Mathematics and played Division I NCAA Men's Water Polo. Currently, I am focusing my research on exploring the applications of self-supervised learning, specifically through the use of joint embedding predictive architectures.

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  1. JEPA-Image-World-Model JEPA-Image-World-Model Public

    Implementation of a JEPA Image World Model, trained on OpenAI's VPT Minecraft contractor dataset.

    Python 3

  2. CoT-Reasoning-Without-Prompting CoT-Reasoning-Without-Prompting Public

    Exploring CoT-Decoding from Google DeepMind's paper, "Chain-of-Thought Reasoning Without Prompting".

    Jupyter Notebook 8

  3. Monosemanticity Monosemanticity Public

    Interpretability Experiments with Phi-3

    Python

  4. paper-a-day paper-a-day Public

    A collection of notes on some interesting papers.

    Python