Most likely an air leak somewhere. Check out the carb throat, make sure it's seated firmly and that the rubber O ring is installed correctly. What happens is that you idle along fine, then when you go to full throttle, you start sucking air from places other than just the carb--this leans the mixture out too much, and the engine dies.