I had the same problem with an old pattern plane , an Airtrax 46. This was ground looping as soon as it got light on the tail, rudder would not be effective at all.
Now I take off with full elevator up to keep pressure on the tail wheel. This works out great, just remember to ease off the elevator as soon as it leaves the ground.