That message includes a Quit and Continue download option. Users who need to fix that Chrome issue will typically see the Download is in progress message every time they select to close the browser. However, no download is in progress when they see that message. Some Google Chrome users have reported a curious issue in which Google’s flagship browser keeps displaying a Download is in progress message. Home › Browsers › Chrome › Chrome Says Download in Progress: 5 Tested Ways to Fix it