Download the physical file
Right click the links on the right and choose ‘save link as' or similar depending on the browser you are using.
MP4 is a popular format that is used widely these days. This is what we'd recommend you to use.
In general, the larger the dimensions of the video, the better the quality. However, if you don't need the size, you'll use more bandwidth unnecessarily.