Model deployments attached to Dataiku saved model versions may be deleted during fine-tuning recipe runs, depending on their configuration. To prevent deletion, detach your deployment or uncheck the 'Delete inactive deployments' option in the fine-tuning recipe.
Deploying a model on Azure can be costly. See the
Azure pricing page for more information.