Yung Berg Pulls a Ray Rice ... Reconciles with Girlfriend after Assault

Sorry, ladies ... "Love and Hip Hop: Hollywood" star Yung Berg is taken, because the woman who claimed he beat her up has taken him back.

Masika Tucker -- who told cops last month that Berg hit her, dragged her by the hair, pinned her against a wall and grabbed her by her throat -- now believes a la Rice it was totally out of character.

Tucker and Berg have known each other for four years and we're told she feels heavily invested in the relationship and doesn't want to abandon it because of one bad night.

Berg was arrested for the alleged attack but now it looks like the case could be compromised with a reluctant victim.

Berg has already been punished ... he was fired from the show.