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model-optimization
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model-optimization

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

by tensorflow · GitHub
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compressiondeep-learningkerasApache-2.0Python
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Optimize machine learning models for deployment using techniques like quantization and pruning with this toolkit.

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2026-07-202026-08-31
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📄 About

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

model-optimization has 1.6k stars on GitHub. It has been forked 348 times. model-optimization is written mainly in Python. It has been in active development since 2018. model-optimization is available under the Apache-2.0 license. Its main topics are compression, deep-learning, keras, machine-learning.

Frequently asked questions

What is model-optimization?

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

Is model-optimization open source?

model-optimization is an open-source project. It is released under the Apache-2.0 license.

Is model-optimization free?

Yes. model-optimization is free and open source — you can use, modify and self-host it.

What license does model-optimization use?

model-optimization is available under the Apache-2.0 license.

What language is model-optimization written in?

model-optimization is written mainly in Python.

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