(AWS only) For anyone experiencing capacity related cluster launch failures on non-GPU instance types, AWS Fleet instance types are now GA and available for clusters and instance pools. They help improve chance of successful cluster launch by allowing your cluster to use a mix of similar instance types. You can see more details here: https://docs.databricks.com/compute/aws-fleet-instances.html

Unfortunately fleet instance types don't support GPUs.