The LM1117 has a drop out voltage of 1.1 to 1.4V according to the National Semiconductor datasheet. The datasheet is from 2001, these days you can find newer regulators with much lower drop out voltages, all depends what you need it for. I use the LM1117 because they are easy to find and cheap...