model-compression topic

List model-compression repositories

Efficient-AI-Backbones

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Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Pretrained-Language-Model

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Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

Awesome-Knowledge-Distillation

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Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

micronet

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micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Ar...

Awesome-Pruning

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A curated list of neural network pruning resources.

knowledge-distillation-pytorch

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A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

NeuronBlocks

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NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

channel-pruning

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Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

Knowledge-Distillation-Zoo

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Pytorch implementation of various Knowledge Distillation (KD) methods.

awesome-AutoML-and-Lightweight-Models

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A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hype...