If you say that people are carousing, you mean that they are behaving very noisily and drinking a lot of alcohol as they enjoy themselves.
He's now more likely to be seen tending his garden than carousing with the stars. [VERB + with]
Synonyms: drink, booze [informal], revel, imbibe [formal]