Yahweh said to me, "Go again, love a woman loved by another, and an adulteress, even as Yahweh loves the children of Israel, though they turn to other gods, and love cakes of raisins."
"Jehovah said unto me ..."  Hosea makes it clear throughout that the words and actions recorded here were not from himself but from the God of heaven.