One caveat I forgot to mention: At the moment it seems that deploying a model >512MB to a serverless endpoint can lead to an error. Fortunately there seems to be a workaround: Sagemaker Serverless Inference - #7 by philschmid 3
Just something to be aware of!
Cheers
Heiko