[P]Spotml.io: Seamless ML training on AWS Spot instances, with docker (training 3X cheaper)

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • spotty

    Training deep learning models on AWS and GCP instances

    SpotML is a command line tool that automatically manages ML training on AWS spot instances. It lets you handle spot interruptions by resuming training using the latest checkpoint. Documentation link to try it out Looking for feedback from early testers. You would be an ideal candidate if you have a side project that you're spending your own money to train. Acknowledgement: - SpotML is built on top of existing open source library Spotty

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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