model-compression topic

List model-compression repositories

amc-models

163
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27
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[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

awesome-model-compression

166
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38
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papers about model compression

torch-model-compression

249
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41
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针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库

JFastText

225
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99
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Java interface for fastText

musco-pytorch

73
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16
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MUSCO: MUlti-Stage COmpression of neural networks

dialog-nlu

97
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40
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Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Versatile-Filters

79
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16
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Pytorch code for paper: Learning Versatile Filters for Efficient Convolutional Neural Networks (NeurIPS 2018)

Awesome-Efficient-PLM

100
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14
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Must-read papers on improving efficiency for pre-trained language models.

iss-rnns

73
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22
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Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)