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ranery/README.md

Hi there 👋

skalskip

I am a fifth-year Ph.D. student in the CS department of Georgia Tech, who is passionate about efficient/automated ML and algorithm-hardware co-design!

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  1. GATECH-EIC/ShiftAddLLM GATECH-EIC/ShiftAddLLM Public

    ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

    Python 91 12

  2. GATECH-EIC/Linearized-LLM GATECH-EIC/Linearized-LLM Public

    [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models

    Python 27 1

  3. GATECH-EIC/Early-Bird-Tickets GATECH-EIC/Early-Bird-Tickets Public

    [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

    Python 137 28

  4. GATECH-EIC/ViTCoD GATECH-EIC/ViTCoD Public

    [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

    Python 100 11

  5. GATECH-EIC/ShiftAddViT GATECH-EIC/ShiftAddViT Public

    [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer

    Python 32

  6. GATECH-EIC/Castling-ViT GATECH-EIC/Castling-ViT Public

    [CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference

    Python 25 1