It is very important to set a realistic hard cap and soft cap for the ICO as it is very important not to changes these into something else in the middle of an ICO, which has happened quite a few times. In general, the ICO should strike a balance between having just too little cash to deliver the project and setting a hard cap so high that the ICO will be under subscribed and thus damage the investors with the initial dip in value for having excess tokens.