[Feature]: Build models in Cloud to support model development

[feydan]

Guidelines

• I agree to follow this project's Contributing Guidelines.

Description

Currently, any models we build must be trained on someone's local computer. This can be an issue as not everyone who contributes to this project may have a modern GPU and will have the resources to train the model.

Ideally, we would be able to train models in AWS to support model development and deployment.

What can we use in AWS or other cloud-based solutions to support model development (Sagemaker maybe)? How do we provide access to train models? Can we build Github Action scripts to support model building on merges to specific branches like staging and production?

Problem

Access to model training hardware can be difficult.

Proposed Solution

Use Cloud based solutions to train models for project members.

Alternatives Considered

We could not support cloud solutions and require a project member to train any models that get developed.