Question: will the xbox one continue to download when turned off?
Answer: Click on "Settings" → "Power and Startup." This is where you can set the Xbox to use stand-by mode when you turn it off. It will automatically search for and finish downloads and updates. Choose "Instant-On Power Mode." This will keep the Xbox One on standby so it will finish your downloads when the Xbox is off.