Early on in 1897, Judith accuses Quentin of being drunk. He isn't, but his reply is priceless: "That's never been one of my bad habits. Never could be."
Either he's lying like a politician, or, based on what we actually see of his drinking, it was prompted by everything going to hell in his life.