Just to clarify: even storing ranking, here would likely produce good results, but not as good as storing the probability, since it exploits better the ability of arithmetic coding to store this fractional intervals. But here the fundamental trick is that the LLM can compress the "next in sequence" information in a distribution that is much better to compress than the initial data itself.