Substratus.AI

Substratus is a cross-cloud substrate for training and serving ML models. It extends the Kubernetes control plane to orchestrate ML operations through the addition of new custom resources: Model, Server, Dataset, and Notebook.

Main benefits:

• Installing an ML platform in minutes not weeks
• Running state of the art LLMs in a single command
• Finetuning on your own data should work out of the box
• Simplicity should not exclude flexibility - all ML code should be customizable through a seamless Notebook experience.