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@ZJU-Shaonian-Biancheng-Tuan @mit-han-lab @Efficient-Large-Model

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  1. pytorch-OpCounter pytorch-OpCounter Public

    Count the MACs / FLOPs of your PyTorch model.

    Python 5.1k 532

  2. NVlabs/VILA NVlabs/VILA Public

    VILA is a family of state-of-the-art vision language models (VLMs) for diverse multimodal AI tasks across the edge, data center, and cloud.

    Python 3.7k 313

  3. mit-han-lab/proxylessnas mit-han-lab/proxylessnas Public

    [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

    C++ 1.5k 285

  4. SparseNet SparseNet Public

    [ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

    Python 124 25

  5. Efficient-PyTorch Efficient-PyTorch Public

    My best practice of training large dataset using PyTorch.

    Python 1.1k 137

  6. NVlabs/Sana NVlabs/Sana Public

    SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

    Python 4.9k 322