mlflow: delete all versions of a model

 # Delete all versions of a model:

client = mlflow.tracking.MlflowClient()

model_name = "model_name"

# get the range manually

for i in range(35,43):

    # convert first to archived stage else can't be deleted

    client.transition_model_version_stage(

        name=model_name,

        version=i,

        stage="archived"

    )

    # delete the version

    client.delete_model_version(model_name, i)