This commint represent a huge set of modifications. In fact, we could
say, this is a new version of FST. Now FST can process a huge amount of
text instances, and perform experiments in two parts (Train and
Test),... the latter is serializing the training data and deserializing
in the test part :) ... a lot of changes. I will have to debug now the
new code.