Click a button to select the file type. Then right-click (PC) (or Option+ click on a Mac) to download the file.
PDFs are Vector files (can be scaled to any size with no loss of quality). JPEGs will have a white background (this is why there is not a jpeg version of white logo). PNG files have a transparent background.