https://community.databricks.com/t5/data-engineering/when-using-mlflow-should-i-use-log-model-or-save-model/m-p/19210#M12851 <P>They seem to have similar functions. What is the recommended pattern here?</P> Fri, 25 Jun 2021 17:42:17 GMT User16826992666 2021-06-25T17:42:17Z https://community.databricks.com/t5/data-engineering/when-using-mlflow-should-i-use-log-model-or-save-model/m-p/19210#M12851 <P>They seem to have similar functions. What is the recommended pattern here?</P> Fri, 25 Jun 2021 17:42:17 GMT https://community.databricks.com/t5/data-engineering/when-using-mlflow-should-i-use-log-model-or-save-model/m-p/19210#M12851 User16826992666 2021-06-25T17:42:17Z https://community.databricks.com/t5/data-engineering/when-using-mlflow-should-i-use-log-model-or-save-model/m-p/19211#M12852 <P>mlflow.&lt;model-type&gt;.log_model(model,&nbsp;...) saves the model to the MLflow&nbsp;<A href="https://docs.databricks.com/applications/mlflow/tracking.html" alt="https://docs.databricks.com/applications/mlflow/tracking.html" target="_blank">tracking server</A>. </P><P>mlflow.&lt;model-type&gt;.save_model(model,&nbsp;modelpath) saved the model locally to &nbsp;a&nbsp;<A href="https://docs.databricks.com/data/databricks-file-system.html#fuse" alt="https://docs.databricks.com/data/databricks-file-system.html#fuse" target="_blank">DBFS</A>&nbsp;path.</P><P></P><P>More details at <A href="https://docs.databricks.com/applications/mlflow/models.html" target="test_blank">https://docs.databricks.com/applications/mlflow/models.html</A></P> Fri, 25 Jun 2021 22:26:16 GMT https://community.databricks.com/t5/data-engineering/when-using-mlflow-should-i-use-log-model-or-save-model/m-p/19211#M12852 sajith_appukutt 2021-06-25T22:26:16Z