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The self-hosted Amazon SageMaker alternative

Amazon SageMaker is a managed machine learning platform for building, training, tuning, and deploying ML and foundation models. It provides notebooks, data preparation, distributed training, pipelines, model registry, MLOps, inference hosting, and governance features.

Alternatives to Amazon SageMaker

Open-source Python framework to build, scale, and deploy multimodal AI services and pipelines with gRPC/HTTP/WebSocket support and Kubernetes/Docker integration.

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21.9k stars2.2k forksApache-2.0last commit Slowing down

What replacing Amazon SageMaker actually involves

Every option on this page is open source and free to run on your own hardware, so you own the data and there is no subscription to cancel. Licences in this list: Apache-2.0. In exchange you take on hosting, backups and updates yourself.

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Other tools people replace alongside Amazon SageMaker