When used on an anchor, this attribute signifies that the browser should download the resource the anchor points to rather than navigate to it.
This feature is already supported by a few major browsers including Chrome, Firefox, Microsoft Edge and Opera.
You can use Download attribute like this:
<a href="someresource.dat" download="someresource.dat">Download</a>
More information can be found here.