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jevos-v5 - #45

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LosaLosSantos merged 1 commit into
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readme-jevos-v5
Oct 16, 2026
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LosaLosSantos merged 1 commit into
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readme-jevos-v5

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@LosaLosSantos LosaLosSantos commented Oct 16, 2026 •

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The model of release jevos-v5: README chart and numbers, CI checks against the jevos-v5 model, and the parity reference recorded on jevos-v5's q8_0 GGUF (215 answers from the Python server; error bodies unchanged).

jevos-v5 is a new training run of the same 17-layer model on a wider mix (policies, records and contract excerpts written as natural text, and yes/no questions asked in the negative), with a short second pass on the natural-text part averaged with the first run.

Measured through jev (OpenVINO INT8):

Set jevos-v5
yes/no headline (PubMedQA, DynaBench, admission policy) 0.789
choice headline (SemIf, MAUD, rental policy) 0.735
score headline (patent phrases, fraud points, policy ratings) 0.483
999 hand-written yes/no 0.796
negated questions (#44) 0.967

The chart adds agent rules (DynaBench) to the six tasks: jevos-v5 is second behind Jev on all seven. Latency was measured with jevos-v5 itself, the median of 40 requests over four sessions (30 / 132 ms).

Local check with jevos-v5 (Windows, the release binary): parity 212/212, largest P(yes) gap 0.059; the release zip, unpacked next to the binary, answers the README example as shown. CI downloads the model from the jevos-v5 release, so it goes green once the release is published.

🤖 Generated with Claude Code

@LosaLosSantos
LosaLosSantos merged commit 67c7846 into main Oct 16, 2026
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@LosaLosSantos
LosaLosSantos deleted the readme-jevos-v5 branch October 16, 2026 23:52
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