SpotML hero visual

Reduce Machine Learning training costs by 70%

SpotML is a command line tool that automatically manages ML training on AWS/GCP spot instances.

Train entirely on spot instances to maximize savings without worrying about Spot Interruptions.

Thank you!
We'll send you an email with next steps.

Oops! Something went wrong while submitting the form

How SpotML works

Add config file to the root directory

Run commands to auto-start a remote server that will stop once training is complete

Why SpotML?

We make spot instances suitable for ML training. Spot instances are 70% cheaper than on-demand instances but are prone to interruptions.
We mitigate the downsides with persistence features, including optional fallback to on-demand instances.

Forgot a running instance?

Instances are booted and stopped automatically on detecting idle time.

Cut Training Costs

We help you save up to 70% by using AWS Spot Instances or GCP Preemptible VMs.

Auto-resume after spot interruption

We resume training after interruptions, using the last checkpoint via EBS volume.

Develop with Docker

Develop your model locally using a Docker container and run it on cloud.