"where can you get a new belt "FAST" for a Harbor Freight Lathe?"

The parts manual shows 2 belts for your lathe: a simple V-belt and a cogged timing belt. You might try McMaster-Carr. It has 2L and 3L v-belts. If it's the cogged belt that you need, McMaster has some, but the correct dimensions may be harder to find. John