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Wouldn’t it depend how they signed the lease? If they signed it as a group then yes the roommates can have to make up the shortfall if you don’t pay. If you each have individual leases then your roommates will be unaffected.

True. I'm assuming from the way OP spoke about it that it's an individual lease.