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VainF/readme.md

Hello there! My name is Gongfan Fang,

  • I'm a third-year Ph.D. student at the xML Lab @ National University of Singapore, advised by Professor Xinchao Wang.
  • Prior to joining xML Lab, I obtained my Bachelor's and Master's degrees at the Visual Intelligence and Pattern Analysis (VIPA) Lab @ Zhejiang University, where I worked under the supervision of Professor Mingli Song.
  • My research interests mainly revolve around practical algorithms for efficient deep learning.

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  1. Torch-Pruning Torch-Pruning Public

    [CVPR 2023] DepGraph: Towards Any Structural Pruning

    Python 2.9k 340

  2. NVlabs/MaskLLM NVlabs/MaskLLM Public

    [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models

    Python 150 12

  3. pytorch-msssim pytorch-msssim Public

    Fast and differentiable MS-SSIM and SSIM for pytorch.

    Python 1.1k 125

  4. TinyFusion TinyFusion Public

    TinyFusion: Diffusion Transformers Learned Shallow

    Python 74 1

  5. horseee/DeepCache horseee/DeepCache Public

    [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

    Python 851 40

  6. horseee/LLM-Pruner horseee/LLM-Pruner Public

    [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

    Python 953 112