A semiconductor device structure is provided. The semiconductor device structure includes a fin structure formed over a substrate, and a gate structure formed over the fin structure. The gate structure includes a first layer, and a fill layer over the first layer. The gate structure includes a protection layer formed over the fill layer of the gate structure, and the protection layer is separated from the first layer by the fill layer.