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Zhuang Intelligent Processing Lab

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  1. LITv2 LITv2 Public

    [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

    Python 268 16

  2. SN-Net SN-Net Public

    [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".

    Python 249 11

  3. Mesa Mesa Public

    This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".

    Python 120 8

  4. SPViT SPViT Public

    [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

    Python 112 14

  5. PTQD PTQD Public

    The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models

    Jupyter Notebook 96 7

  6. LIT LIT Public

    [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"

    Python 95 11

Repositories

Showing 10 of 22 repositories
  • ZipAR Public Forked from ThisisBillhe/ZipAR

    This is the official PyTorch implementation of "ZipAR: Accelerating Autoregressive Image Generation through Spatial Locality"

    ziplab/ZipAR’s past year of commit activity
    Python 1 2 0 0 Updated Dec 6, 2024
  • LongVLM Public
    ziplab/LongVLM’s past year of commit activity
    Python 92 7 9 1 Updated Jul 30, 2024
  • mvsplat Public Forked from donydchen/mvsplat

    🌊[arXiv'24] MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

    ziplab/mvsplat’s past year of commit activity
    Python 0 47 0 0 Updated Mar 25, 2024
  • PTQD Public

    The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models

    ziplab/PTQD’s past year of commit activity
    Jupyter Notebook 96 7 9 0 Updated Mar 12, 2024
  • QLLM Public

    [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models"

    ziplab/QLLM’s past year of commit activity
    Python 26 Apache-2.0 2 2 0 Updated Mar 12, 2024
  • MPVSS Public
    ziplab/MPVSS’s past year of commit activity
    Python 26 1 2 0 Updated Feb 29, 2024
  • SN-Netv2 Public

    [ECCV 2024] This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".

    ziplab/SN-Netv2’s past year of commit activity
    Python 27 Apache-2.0 1 0 0 Updated Jan 23, 2024
  • SPViT Public

    [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

    ziplab/SPViT’s past year of commit activity
    Python 112 Apache-2.0 14 2 0 Updated Dec 30, 2023
  • Stitched_LLaMA Public

    [CVPR 2024] A framework to fine-tune LLaMAs on instruction-following task and get many Stitched LLaMAs with customized number of parameters, e.g., Stitched LLaMA 8B, 9B, and 10B...

    ziplab/Stitched_LLaMA’s past year of commit activity
    7 0 1 0 Updated Dec 1, 2023
  • LITv2 Public

    [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

    ziplab/LITv2’s past year of commit activity
    Python 268 Apache-2.0 16 3 0 Updated Nov 17, 2023

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