MaxStepSize for NonlinearModelFit?

Is there a way to restrict the step size used in NonlinearModelFit? In our applied problem, NonlinearModelFit, at the first stage, makes a big leap into the region where the function becomes ill-defined, and stops there. We are looking for settings that prevent this behavior.