ClearML

What ClearML is

ClearML is an infrastructure, training management and deployment platform for AI teams. Its homepage focus is GPU cluster management, AI and ML workflows and generative model deployment.

What you can do with it

• Track training tasks and experiment results
• Manage GPU clusters and resource use
• Orchestrate ML workflows across a team
• Deploy models into production

Who it is for

• Machine learning engineers
• Platform and MLOps teams
• Organisations managing AI infrastructure

What to watch out for

• It is an engineering platform with a steeper start than a single AI app
• Small teams with light workloads may not use most of it
• Check compatibility with your existing cloud resources and workflows before committing
• It manages resources and processes; it does not design models or govern data for you