Why wait until the 31st to get the party started? Over the weekend, models, socialites, and celebs toasted to everyone's favorite holiday at A-list ragers across the city. From surprise performances and epic house parties to an exclusive fashion bash with Lily-Rose Depp, click through for a look at what you missed!

[Photo by Darian DiCianno/BFA.com]