Hi, Both seem OK to me. Thy are casual English. Clive
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sarcandra"Abs Workouts" sounds better to me.To me as well. In fact, it's the only way I've ever heard it said. Still, there is no reason why it can't be used in the singular (Ab) since, as you say, the usual pattern is with the singular in the case of a noun pre-modifier of another noun.