Additionally what will the process be for deployment of the custom trained model?

These two docs should give you an idea how to do that https://docs.bentoml.com/en/latest/examples/sdxl-turbo.html https://docs.bentoml.com/en/latest/build-with-bentoml/model-loading-and-management.html