I don't drink, would it be in bad form to bail on a part of my buddy's bachelor party?

I honestly just went through the exact same situation, except it wasn't a bachelor party. just tell your buddy what's up, he already knows you don't drink and he's going to be too wasted to remember the majority of what happened. he'll understand, it's not like you're bailing on the entire party.