I really like that Facebook open sources both code and model along with the paper. Most companies don't: e.g. Google, deepmind, Baidu.
There is a github link in the article with both things: https://github.com/facebookresearch/fairseq
Google and Deepmind released a lot of stuff, I don't feel I have the right to complain about it.