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

模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases

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

Deep learning using tensorflow

An Open Source Deep Learning Inference Engine Based on FPGA

Programmable Neural Network Compression

Model compression for ONNX

cnn pruning with tensorflow.

Denoising Diffusion Step-aware Models (ICLR2024)

A ready-to-use notebook!

Structural Pruning for LLaMA

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.

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

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.

Sentinel-AI is a neuroscience-inspired transformer that dynamically prunes and regrows attention heads. Guided by controller feedback and entropy-based pruning, it self-optimizes through biologically informed cycles—compressing, adapting, and evolving its architecture over time.