Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Deepspeed	32,358		87	17 days ago	79	December 01, 2023	920	apache-2.0	Python
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Pocketflow	2,553			3 years ago			73	other	Python
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Model Optimization	1,445	3	27	4 months ago	30	May 26, 2023	207	apache-2.0	Python
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Compressai	882		2	7 months ago	21	January 26, 2023	23	bsd-3-clause-clear	Python
A PyTorch library and evaluation platform for end-to-end compression research
Compression	796	1	1	3 months ago	21	October 12, 2023	9	apache-2.0	Python
Data compression in TensorFlow
Nncf	725		6	3 months ago	16	November 16, 2023	46	apache-2.0	Python
Neural Network Compression Framework for enhanced OpenVINO™ inference
Deep Compression Alexnet	599			2 years ago			1	bsd-2-clause	Python
Deep Compression on AlexNet
Embedded Neural Network	547			3 months ago			n,ull
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
Awesome Deep Neural Network Compression	475			8 months ago			4		Python
Summary, Code for Deep Neural Network Quantization
Hdrcnn	448			a year ago			11	bsd-3-clause	Python
HDR image reconstruction from a single exposure using deep CNNs

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Deepspeed ⭐ 32,358

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dependent packages 87total releases 79most recent commit 17 days ago

Pocketflow ⭐ 2,553

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

most recent commit 3 years ago

Model Optimization ⭐ 1,445

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

dependent packages 27total releases 30most recent commit 4 months ago

pypi tensorflow-model-optimization} Downloads

Compressai ⭐ 882

A PyTorch library and evaluation platform for end-to-end compression research

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Compression ⭐ 796

Data compression in TensorFlow

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Nncf ⭐ 725

Neural Network Compression Framework for enhanced OpenVINO™ inference

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Deep Compression Alexnet ⭐ 599

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Embedded Neural Network ⭐ 547

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

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Awesome Deep Neural Network Compression ⭐ 475

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Hdrcnn ⭐ 448

HDR image reconstruction from a single exposure using deep CNNs

most recent commit a year ago

Suggest An Alternative To nncf

Alternative Project Comparisons

Nncf vs Deepspeed

Nncf vs Pocketflow

Nncf vs Model Optimization

Nncf vs Compressai

Nncf vs Compression

Nncf vs Deep Compression Alexnet

Nncf vs Embedded Neural Network

Nncf vs Awesome Deep Neural Network Compression

Nncf vs Hdrcnn

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