Rescaling a drawing without messing up the dimension stringers and annotations

I am trying to rescale floor plans that I have made but when I change the scale, the annotations and and dimensions stringers stay the size they are.

Yeah. That’s normal behavior. You’ll have to move the text and dimensions to suit.