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model-optimization

model-optimization

by tensorflow · GitHub

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

# compression# deep-learning# keras# machine-learning
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⭐ Stars
1.6k
🍴 Forks
348
📜 License
Apache-2.0
Commercial use OK
📅 Created
2018
🔄 Last commit
14 days ago
🏷️ Category
compression
💻 Language
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📈 Star history
1.58k1.57k
2026-07-202026-07-21
📄 About

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

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.

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