While Jennifer Lawrence and Josh Hutcherson (who played Peeta) have a very close friendship, there is no evidence that they have ever been romantically involved. They have frequently expressed their deep admiration and respect for each other, but their relationship has always been platonic.
Remember, speculating about someone's personal life can be disrespectful and inaccurate.