We've taught a couple of 3 year olds in the last month or so, so go for it. Depending on your budget and at the risk of sounding like an agent for the Islabike brand, check out their Portland website,
High quality, lightweight children's bikes from Islabikes. We've got a bunch of them from every size from 14" wheels up and they're great.