Motor is running on the extra fuel from the cold start injector or choke
PLUS the vacuum leak that Karl cited.
It quits after 10 seconds because that's when the "extra" fuel from the
cold start system stops being fed into the motor.
Without that extra fuel the vacuum leak snuffs the motor. That vacuum
leak, plus the extra cold start fuel, accounts for the high rpms.