Nibbling Bunny, mentions how a pet doesn't lose any of its previous stats from current level upon rebirthing:
If you rebirth a pet via the PRP system and see it has lost some stats, you're probably just missing stats from its previous Shine of Eweca buff. Shine of Eweca stats don't stay, after all.