structured-pruning topic
Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
Diff-Pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
SNIP-it
This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel pruning / compression algorithms for deep learning / neural net...
CHIP_NeurIPS2021
Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
Awasome-Pruning
Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.
Automatic-Structured-Pruning
We have implemented a framework that supports developers to structured prune neural networks of Tensorflow Models
kesi
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
FLAP
[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
Pruning-LLMs
The framework to prune LLMs to any size and any config.
CORING
:ring: Efficient tensor decomposition-based filter pruning