WARNING! This guide doesn't work anymore.
Mining is removed from HF 18.
As @jensm85 commented, please take a look at
https://steemit.com/faq.html#Can_I_mine_STEEM
I'm leaving this comment because I also spent 3 days to setup a mining machine with this guide and figured out that doesn't work anymore.