Cole Palmer got both of them to complete his hat-trick and spark wild scenes at Stamford Bridge.
Boss Mauricio Pochettino says he hopes the deserved win will help them kick on after an inconsistent season.
Liverpool went back to the top of the Premier League last night following a scare against Sheffield United, which ended 3-1.