Do the (or perhaps could the) Jump1 and Jump2 parameters return negative values for flux dips? That would be very helpful for detecting (for example) dipper stars and giant eclipses.
Based on the provided notebook that defines the Jump parameters, there seems to be an Absolute Magnitude that removes the sign of the jump.