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Canonical, the publisher of Ubuntu, announced the general availability of Charmed Kubeflow 1.7, an open-source, end-to-end MLOps platform that can run on any cloud. This latest release offers the ability to run serverless machine learning workloads and perform model serving, regardless of the framework used. It increases developer productivity by reducing routine tasks and helps organisations lower their operational costs. It also expands its spectrum of open-source frameworks and libraries, making the model development deployment process easier.