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huawei-noah/Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab for model compression and optimization.

1.3K
Archived
Jupyter Notebook
Model Compression
Quantization
#model-compression#quantization#pruning

openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINOโ„ข inference

1.1K
Active
Python
Inference
Computer Vision
PyTorch
#openvino#quantization#pruning

horseee/LLM-Pruner

A tool for structurally pruning large language models like LLaMA, BLOOM, and Vicuna to reduce their size and inference time.

1.1K
Archived
Python
LLM Frameworks
Inference
Python
#compression#pruning#large-language-models

ethanhe42/channel-pruning

A library for accelerating deep neural networks through channel pruning, a model compression technique.

1.1K
Archived
Python
Computer Vision
Build Tools
Python
#acceleration#channel-pruning#deep-neural-networks

Gumpest/YOLOv5-Multibackbone-Compression

A compression toolkit for YOLOv5 with support for various backbones, modules, and deployment options.

1.0K
Archived
Python
Computer Vision
Build Tools
PyTorch
#yolov5#object-detection#compression
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