I used the following guide to change from php-fpm to hhvm after doing some research on potential speed increase.
The guide is great, however I may be changing back as for some reason I seem to have actually lost performance by changing over. Might be an incompatibility in a plugin or something in WordPress.
Install HHVM, Nginx on Ubuntu 14.04 – Make WordPress Fly.