Herget was optioned to Triple-A Nashville on Tuesday.
Herget will make room on the active roster for Carlos F. Rodriguez, who'll start Tuesday's game against the Blue Jays. Herget owns a 2.08 ERA with a save across 8.2 innings with the Brewers this season.