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，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases

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)

Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.

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

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