From Military.com:

The National Guard troops deploying in DC will carry lethal weapons.

Army and Air National Guard members deploying to Washington, D.C. to help guard the capital and stay through the Jan. 20 inauguration will have access to lethal weapons at their commanders’ discretion, Guard commanders said Friday.