Carloman's birth date is unknown, but was probably around 830. His naming can be connected to his father's push to rule Alemannia around the time of his father's assembly of Worms in 829.
In the 840s, Carloman had a liaison with Liutswind, daughter of the Bavarian count Ratolt and sister-in-law of Count Sigihard of the Kraichgau.