The first bomber detonated his vest inside the mosque and the second blew himself up when security forces gathered at the site of the initial blast.
Four of the victims were members of the security forces, the sources said.
Islamic State, which controls swathes of Iraq`s north and west, said the attacks targeted "apostates" - a term the ultra-hardline Sunni group uses to describe Shi`ite Muslims.
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