Nonlinear least squares method and its assumptions

I know that when estimating and using ordinary least squares, irregular terms have to be iid N(0, σ2 ). Now I want to use nonlinear least squares method for estimations. Are there any specific conditions that irregular terms have to fullfill? Or do they have to be still iid N(0, σ2 )?

Thank you for your help.