What camera setting is best for a sunrise timelapse?

Personally I like to set my camera to manual mode so that the exposure stays constant. This will cause the timelapse to gradually change from dark to light as the sun comes up, a very natural and pleasing effect. The tricky is to guess what the correct exposure will be after the sun has come up and set your camera to that.