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Hprairie/README.md

PhD student at University of California, San Diego. Advised by Dan Fu. Curious about parallel microarchitecture and ML codesign, along with scalable, efficient machine-learning architectures and tools. Slowly updating my hidden state by researching structured sparsity, recurrent depth, and state space models.

Previously did my undergraduate at UT Austin studying ECE. I worked with Prof. Sujay Sanghavi on a variety of core ML problems and some problems intersecting ML and systems.

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  1. Bi-Mamba2 Bi-Mamba2 Public

    A Triton Kernel for incorporating Bi-Directionality in Mamba2

    Python 75

  2. sanyalsunny111/FLOW_finetuning sanyalsunny111/FLOW_finetuning Public

    Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting

    Python 5 3

  3. tlib tlib Public

    An einops style library written to streamline programming in Triton

    Python 1

  4. finetune-clip finetune-clip Public

    A library for finetuning CLIP models on fine-grained contrastive losses

    Jupyter Notebook 3

  5. cs336 cs336 Public

    Personal Implementation of Assignments for Stanford's CS336

    Python 6

  6. einfunc einfunc Public

    Readable and unrestricted tensor operations using einstein notation

    Python 3