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VainF/readme.md

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  1. Torch-Pruning Torch-Pruning Public

    [CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

    Python 2.6k 323

  2. Isomorphic-Pruning Isomorphic-Pruning Public

    [ECCV 2024] Isomorphic Pruning for Vision Models

    Python 46 4

  3. pytorch-msssim pytorch-msssim Public

    Fast and differentiable MS-SSIM and SSIM for pytorch.

    Python 1.1k 127

  4. Diff-Pruning Diff-Pruning Public

    [NeurIPS 2023] Structural Pruning for Diffusion Models

    Python 157 10

  5. DeepLabV3Plus-Pytorch DeepLabV3Plus-Pytorch Public

    Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

    Python 1.9k 436

  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 824 91