Python sparsification

Open-source Python projects categorized as sparsification
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Topics: Onnx pruning object-detection Pytorch NLP
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Python sparsification Projects

  • deepsparse

    Sparsity-aware deep learning inference runtime for CPUs

    • Project mention: Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse | news.ycombinator.com | 2023-11-23

    Interesting company. Yannic Kilcher interviewed Nir Shavit last year and they went into some depth: https://www.youtube.com/watch?v=0PAiQ1jTN5k DeepSparse is on GitHub: https://github.com/neuralmagic/deepsparse

  • sparseml

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

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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).

Index

Project Stars
1 deepsparse 2,873
2 sparseml 1,976

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