model-compression topic
SPViT
[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
Diff-Pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
PAGCP
PAGCP for the compression of YOLOv5
awesome-efficient-aigc
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcom...
minilmv2.bb
Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)
LLaMA-Pruning
Structural Pruning for LLaMA
A-_Guide_-to_Data_Sciecne_from_mathematics
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
kxy-python
A toolkit to boost the productivity of machine learning engineers.
Awesome-Efficient-ViT
Recent Advances on Efficient Vision Transformers
Moonlit
This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.