Inference example code. At the moment, the code simply loads a model
state file and generates text using that. Parameters like max sequence
length, whether training used fp16, what the tokenizer used for training
is etc., need to be passed manually by the user (there's a lot of room
for error here). To be improved.

Merges changes from !14
Closes !14