Do guys like nerdy/geeky girls?

So I'm a huge geek, like huge but I don't cosplay or shit like that. Anyways my now ex boyfriend said I was just too weird because of the music I listen to and because I like Sherlock and stuff. (I'm black if you couldn't tell by my pfp and he thinks black people shouldn't like that stuff or else we shouldn't be considered black.)
So guys do girls look less attractive to you if they geek out over things like Assassin's Creed , Sherlock, My Chemical Romance, or ACDC?
Do guys like nerdy/geeky girls?
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