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0ff1aa91 - [fix] fix for prior preservation and mixed precision sampling (#11873)

[fix] fix for prior preservation and mixed precision sampling (#11873) Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>