forgive (someone) for (something)
To absolve or pardon someone for a misdeed or slight. I don't think she'll ever be able to forgive Jack for cheating on her. Please forgive me, I have the worst memory—what's your name again?
forgive someone for something
to pardon someone for something. Please forgive me for being late. He never forgave himself for harming her.