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

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

   Python 112 18

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 35 3

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 141 28

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

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

   Python 130 14

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

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

   Python 30

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 30 1