Need support LM2733 boost converter
If the coil is physically too small and it saturates with the load on, the SW can be damaged from the high current. Without load the coil doesn't saturate because of the short switch on time.
If the diode is slow then the spike without load is higher and more risk of damage, so it's not likely the diode.