Verb
go bye-bye (third-person singular simple present goes bye-bye, present participle going bye-bye, simple past went bye-bye, past participle gone bye-bye)
(childish) to leave; to be carried away.
Susie has to go bye-bye now, but she'll be back to play again tomorrow.