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
#计算机科学#An Open Source Deep Learning Inference Engine Based on FPGA
#计算机科学#Model compression for ONNX
Denoising Diffusion Step-aware Models (ICLR2024)
Structural Pruning for LLaMA
#计算机科学#A ready-to-use notebook!
3rd place solution for NeurIPS 2019 MicroNet challenge
#大语言模型#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)
#大语言模型#Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.
#大语言模型#This project provides tools to load and prune large language models using a structured pruning method.