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JustVugg 0ed7ab527d docs: brio mode
What it is, why the entropy is the part you cannot get from a generated answer,
and the fact that it is server-only -- there is no CLI and no one-shot form,
because a one-shot process would throw away the snapshot the mode exists for.

Covers the HTTP endpoint field by field, the reply, the two protocol keys for
anyone speaking the serve protocol directly, the three steps to score by hand,
and the two mistakes that are easy to make: putting the option list in the
prompt (48 tokens of 123 on a real case, and it biases the scoring), and
summing log probabilities instead of averaging them, which penalises
multi-token options -- measured, the sum picked a different answer than the
same model's own greedy decoding.

Measured costs included with the caveat that they come from a disk-streaming
engine, so the ratios are the point and not the absolute seconds.

Indexed under Serve models, next to the protocol reference it points at.
2026-09-20 14:07:17 +02:00

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