Where do you guys find space to play live music with a group in major cities? An apartment late at night, one floor up from where I live?

Rehearsal spaces, small venues cheap enough to be booked by a group of 5-6 people for a day/evening (not necessarily bars or concert spaces), book a studio for a few hours and everyone pitch in.