Did we know anything about Caroline's father till the last episode? As I remember, they never mentioned him.

we know that he left mrs forbes becouse hes gay and that his boyfriend has a daughter (caroline was supposed to go to her birthday in the episode in which she found vickis body)
if you want details check out the vampire diaries wiki