Fast-stemmer is simply a wrapping around multithreaded Porter stemming algorithm. This gem adds a String#stem method, and it conflicts with the stemmer gem. It's in order of magnitude faster (and uses much less memory) than the latter.
WWW: https://github.com/romanbsd/fast-stemmer