MLflow models don't require you to indicate an environment or a scoring script when creating the deployments as it is created for you. However, you can specify them if you want to customize how the deployment does inference. https://learn.microsoft.com/en-us/azure/machine-learning/how-to-mlflow-batch?tabs=cli