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"Stuttgart" was ordered under the contract name "O" and was laid down at the Imperial Dockyard in Danzig in 1905. She was launched on 22 September 1906, after which fitting-out work commenced. She was commissioned into the High Seas Fleet on 1 February 1908. After her commissioning into the High Seas Fleet, "Stuttgart" was used as a gunnery training ship for the Fleet's gunners.