hard20 pts · first answer countsml-pipelinesmodel-packagingdependencies

Loading an old pickle

A model pickled with scikit-learn 1.3 loads under 1.6 with an InconsistentVersionWarning. What is the safe approach?

A.Ignore the warning; pickles are version-proofB.Rename the file to .joblib to fix itC.Upgrade the model by editing the pickle bytesD.Serve with the same version it was trained with, pinned

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