Leaving fraternity

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I might get a lot of hate for being in a fraternity on here, but it's not the typical fraternity. I've been in it for 2 years now and thought it was going to be a group of nerds who I could be myself around, but all it is is failed normies who could only get into this fraternity and actively try to work against the interests of the few actual good people. I hate everything about it and the majority of the people in it. We are the lowest ranked in membership (only 12 members), social aspects and academically. The frat is so bad to the point where we don't even have any social events and have members getting a 0.0 GPA. I want to leave but i'm not sure if I should just stay and not participate so I don't lose the few friends I have in it. I only joined for the upperclassmen but they have all left and i'm stuck with 3 people that I don't want to kill. So i'm asking for advice on if I should leave and risk losing the few friends I have in it or just stay and not participate.