Partially of Irish descent his mother was from Galicia and his father an Irishman, Blake was born at Vélez-Málaga to an aristocratic family. In his youth, he saw action as a lieutenant of the grenadiers in the American Revolutionary War, taking part in the failed siege of Gibraltar and the 1783 reconquest of Minorca from the British.