I'd say on the invite "No kiddies. Babes in arms welcome" or something like that.

If people choose to get offended or are not able to come, that's their choice.

Whilst on etiquette, I though baby showers were only for first babies and that someone other than the parents organised it? I'm not having a go, things may have changed. I'm just curious.