Github user MLnick commented on the issue: https://github.com/apache/spark/pull/11119 Good points. Perhaps a solution - while slightly "verbose", is to introduce another param `initialModelWriteMode` which governs what is saved - `full`, `params` or `none`. Full is obviously the entire model, `params` is the metadata only without the data, while `none` is not saved at all.
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