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Perplexity says Q4_K_M repairs 89% of the damage. Measured on the full output distribution, it repairs 67%.

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

Perplexity only ever looks at one number per position: the probability the model gave to the token that actually appeared. How the *rest* of the probability mass is arranged across the other 151,935 tokens is invisible to it. Two models can have identical perplexity and behave differently the momen…

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  1. 2026-09-15 08:08 · r/LocalLLM
    Perplexity says Q4_K_M repairs 89% of the damage. Measured on the full output distribution, it repairs 67%.

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