Backport fix loading old model. (#5724) #5737
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* Add test.
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Codecov Report
@@ Coverage Diff @@
## release_1.1.0 #5737 +/- ##
==============================================
Coverage 82.48% 82.48%
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Files 11 11
Lines 2598 2598
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Hits 2143 2143
Misses 455 455 Continue to review full report at Codecov.
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