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SN-Net
[CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".LITv2
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"Mesa
This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".SPViT
[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.LIT
[AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"PTQD
The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion ModelsEcoFormer
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"QTool
Collections of model quantization algorithms. Any issues, please contact Peng Chen ([email protected])FASeg
[CVPR 2023] This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".SPT
[ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.SAQ
This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".HVT
[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"MPVSS
SN-Netv2
This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".LongVLM
efficient-stable-diffusion
QLLM
[ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models"STPT
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