I'm sure others here have much more experience than I do, but reducing the thread and needle size will reduce the overall size some, but I think you're wanting to make it considerably smaller. Like comparing a lap quilt to a mini quilt almost... am I reading that right? if that's the case, you will have to reduce the number of stitches. Which pattern are you using?