Robert Kraft's facing charges for allegedly soliciting a prostitute in Florida, but he doesn't seem too concerned ... because he's on the opposite end of the country living it up.

We got the New England Patriots owner as he was leaving Barry Diller's pre-Oscars party Saturday afternoon in Beverly Hills ... he hurried to his ride and was mum on being implicated in a prostitution sting Friday.