model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

A PyTorch-based model pruning toolkit for pre-trained language models

[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim

模型压缩的小白入门教程

Deep learning using tensorflow

An Open Source Deep Learning Inference Engine Based on FPGA

Programmable Neural Network Compression

cnn pruning with tensorflow.

Model compression for ONNX

Denoising Diffusion Step-aware Models (ICLR2024)

Structural Pruning for LLaMA

A ready-to-use notebook!

3rd place solution for NeurIPS 2019 MicroNet challenge

OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

This project provides tools to load and prune large language models using a structured pruning method.

Yolov8-pruning based on constraint of BN layer gamma values.