Awesome Jev

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JevRanker

Jev-style decision models as BlitzRank's compare oracle: k passages scored in one parallel forward pass, zero decoded tokens — 22x faster per match than a generative listwise LLM, at 2.9x its nDCG@10.

Research and EvalsRankingListedPython

Repository

Stars4
LanguagePython
LicenseMIT
Created2026-09-22
Last pushed2026-09-22
Officialno

Judgment

Genuine Jev project0.90
gate 0.5
Uses Jev at runtime0.89
Is a meta list0.03
Is a reimplementation0.77

Quality scales

Substance1.79 / 3
gate 0.5
Docs2.88 / 3
Novelty2.32 / 3
Composite score0.76

Category distribution

Research and Evals0.89
Integrations0.11
Other0.00
SDKs and Clients0.00
Games and Simulation0.00
Learning0.00
Agent and Dev Tooling0.00
Applications0.00
Assigned categoryResearch and Evals
Category probability0.89
Category confidence0.87
PatternRanking
Pattern confidence1.00

Curation

StatusListed
Reasongate passed
README pickno
Overridenone

Sources

  • search:jev in:name,description,readme created:2026-09-22

Provenance

Modeljev-1.13.0
Question setv2
Judged at2026-09-22 11:44 UTC