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My joke was more along the lines of entropy. Entropy is information and you can't throw away all of it, otherwise you have nothing useful left.





Modern LLMs are still quite inefficient in their representation of information. We're at like the DEFLATE era and we've still yet to invent zstd where there's only marginal incremental gains; so right now there's a lot of waste to prune away.

Hence the idea to only throw away almost all of it.



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