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jevPOST

Teknium: an LLM restricted to fixed options with logprobs is basically Jev

He argues that constraining an LLM to generate one token from a fixed set of options and using logprobs as a confidence score amounts to hand-building a Jev.

Teknium 🪽
@TekniumArchived 2026.09.21Originally posted 2026.09.21
Teknium 🪽 @TekniumOriginally posted 2026.09.21
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@erikdunteman I mean that is what an LLM does - you can even turn an LLM into jev by just letting it generate one token from a fixed set mapping to your options (aka, multiple choice question), and using logprobs for confidence score

x.com/teknium/status/2101812483443114351Archived 2026.09.21 10:13