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MLEM now offers deployment to Kubernetes and Sagemaker with a single command.

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Deployment extensions

mlem deploy functionality is used to deploy models to target platforms like Heroku, Kubernetes or AWS Sagemaker. See User Guide for more details on how this works.

Deployment extensions add support for new target platforms to deploy your models to. They are used with deploy API method and deployment CLI commands.

Typicaly they will implement MlemEnv, MlemDeployment and DeployState interfaces.

Some also implement specific Server or Builder interfaces.

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