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Very fine (1000 grit) sandpaper. Just let the paint dry then it comes right off of the letters
You can paint right over the letters if you feel like it then just sand the paint right off. The letters are raised enough to make this very easy to do.
The letters will actually look better after you sand them lightly than they did before you started the paint job.