On Monday, July 24, 2023, at 8:09 AM, stefan.reich.maker.of.eye wrote:
> If compression is superior to language models, when are we getting a 
> compression based chat bot? :)

It's only a way to evaluate AI's prediction score. It doesn't change how you, 
or what you, or if you, or why you, or what or how your AI works or should 
work. Though, to do the test efficiently, it can or does change how your AI 
code is some amount yes, but it's only because you are constantly predicting 
and using the AI and not "just" training it. With Perplexity eval, you train it 
only, then once done, predict only a few thousand items, and not 1GB.

But to do the compression test also, you need to use the arithmetic coding 
thing to do the compression part that measures the score, which means you need 
to not really predict a few thousand items and only say 256 instead, which is a 
byte or so long if I recall here right (lol). But that's if you can't, maybe 
you can find a way...
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