Python quantization-aware-training

Open-source Python projects categorized as quantization-aware-training
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Topics: pruning Deep Learning quantization sparsity post-training-quantization
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Top 3 Python quantization-aware-training Projects

  • neural-compressor

    SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

  • nncf

    Neural Network Compression Framework for enhanced OpenVINO™ inference

    • Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Sparsebit

    A model compression and acceleration toolbox based on pytorch.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python quantization-aware-training related posts

Index

What are some of the best open-source quantization-aware-training projects in Python? This list will help you:

Project Stars
1 neural-compressor 1,950
2 nncf 777
3 Sparsebit 319

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