Thanks for the texture size info. I will give that a shot and see if it helps.
As for the alpha mask, the lace was a texture feature that I did, which is not on the mesh (I don't create mesh only texture it), therefore I've created the alpha so I could have the transparency when applying it on the mesh. Not sure if that's the root of the problem.