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Open Specification

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Reference Implementations

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- The enterprise implementation of the ModelPack specification is KitOps, which provides: -

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  • - A comprehensive CLI for packaging, pushing, and pulling ModelPacks
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  • - Python SDK (PyKitOps) for integration with notebooks and ML workflows
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  • - 30+ integrations with CI/CD and MLOps tools
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  • - Selective pulling of individual assets
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  • - Deployment capabilities
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- KitOps is a CNCF project, that has been adopted widely with over 150,000 downloads and is the most mature implementation of the ModelPack standard. -

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- Learn more at kitops.org -

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Install KitOps

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$ brew tap kitops-ml/kitops
-$ brew install kitops
-$ kit version
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Why ModelPack Matters

Speed