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GitHub topics: quantized-networks

tensorflow/model-optimization

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

Language: Python - Size: 2.22 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 1,535 - Forks: 327

google/qkeras

QKeras: a quantization deep learning library for Tensorflow Keras

Language: Python - Size: 1.53 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 567 - Forks: 108

bytedance/ABQ-LLM

An acceleration library that supports arbitrary bit-width combinatorial quantization operations

Language: C++ - Size: 53.9 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 221 - Forks: 21

HuangCongQing/model-compression-optimization

model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)

Language: Python - Size: 20 MB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 18 - Forks: 2