Google recently added the long awaited addition of adding text style in your Google Forms.
To change the font, simply choose the paint palette (Customize Theme) in the upper right and you will see the options you see below. You will see there are three sections: Header, Question, and Text. You can then adjust the text style and text size to fit your needs.
Embedded below is a 1 minute and 9 second YouTube tutorial.