Fine-tune foundation models on your data to get responses that are customized to your use case.

Automatically build, train, tune, and deploy models using Autopilot.

SageMaker Distribution is a collection of Docker images, which includes popular libraries and packages for machine learning, data science, and data analytics visualization. The Docker images include deep learning frameworks such as the following:

Learn how to evaluate a text-based foundation model by using SageMaker Clarify

Using SageMaker for large model inference.

Change the instance type of your Amazon EC2 instance to an instance type that is appropriate for its workload or to use features that are available on other instance types.

Find an Amazon EC2 instance to match the features that you need.

Create your own AMI from a customized Amazon EBS-backed Linux instance.

You can describe the key pairs that you stored in Amazon EC2. You can also retrieve the public key material and identify the public key that was specified at launch.

Add rules to your security group for specific kinds of access.