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  1. MuLabPKU/PiSSA MuLabPKU/PiSSA Public

    PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

    Jupyter Notebook 420 20

  2. MuLabPKU/TransArch MuLabPKU/TransArch Public

    Design hardware-friendly model architectures and migrate existing LLMs with minimal performance loss

    Python 455 29

  3. Pruning-Filter-in-Filter Pruning-Filter-in-Filter Public

    Pruning Filter in Filter(NeurIPS2020)

    Python 148 30

  4. filter-grafting filter-grafting Public

    Filter Grafting for Deep Neural Networks(CVPR 2020)

    Python 139 23

  5. RMNet RMNet Public

    RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

    Python 211 29