Vespi was optioned to Triple-A Norfolk on Tuesday.
Vespi pitched each of the last three days, so the Orioles decided to send him down and replace him with a fresh arm. Vespi has appeared in 24 games with the Orioles this season, so chances are he will be back with the big club before the campaign comes to a close.