Follow these instructions exactly to go from a compressed 500MB file to playing in under an hour.
(the game disc image). For a "highly compressed" version, look for the CSO (Compressed ISO) download midnight club 3 for pc highly compressed best
Use PPSSPP if you have a low-end PC or laptop. Download Midnight Club 3 for PC Highly Compressed