Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/18313
  
    I commented on the 
[JIRA](https://issues.apache.org/jira/browse/SPARK-21086?focusedCommentId=16112623&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-16112623).
 
    
    I would like to better understand the use case more of keeping all the 
models (as per my JIRA comment). I suspect that #16158 may be the more useful 
approach in practice.
    
    But overall, if there is a use case for keeping the models, I would agree 
with @jkbradley's suggestion that we offer a simple "keep all sub-models as a 
field in the model" approach, as well as consider the large-scale case with 
possibly the "dump to file" option.
    
    In addition, we could have an option to keep "best", "all" or "_k_" models 
(user-specified as a number or %)?
    



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