If the builder has opted for 12% then you need to pay @12%. You can check from your builder if can pay on RCM basis and thus he can claim input credit. And be can transfer any benefit to you.
As per applicable provisions till date, While reselling the property, you don't need to pay GST, assuming completion certificate has been received as on that date.