Usually when we talking about the Fed printing money, we're speaking metaphorically. Most money the Fed "prints" these days isn't actually currency; it's just an electronic representation showing that somebody has a certain amount of money in their account. But the government does still print actual, physical bills.
Source: NPR. Read full article. (link)