starter solenoid is stuck on. big wire feeds the spinny part, small wire tells it when to spin..
hit solenoid with a hammer or replace, disassemble and clean...
or your key switch is broke engaging start solenoid...
pull the small red wire that attaches to the starter and turn key on. we know your starter is good so that leaves two options, key or solenoid.