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Heman10x-NGU / openJev-verdict-2.0

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

Why this job: works in the areas we cover, but does not say which job it does

What it does

This repository contains code and references for two distinct models:

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 53 days ago
Stars
306
+2 this week
Licence
Custom
Read before business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
89% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
0% closed
3 still open
Pull requests
1 merged
2 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 89%
  • HTML 8%
  • JavaScript 3%

Topics

  • agentic-ai
  • brier-score
  • calibration
  • decision-engine
  • deep-learning
  • machine-learning
  • modernbert
  • rlcd
  • structured-outputs
  • webgpu
  • encoder
  • jev

Project record

  • JobOther AI tools
  • StatusListed
  • Commits25
  • Forks50
  • Watching4
  • Stars in 28 days+11
  • CreatedSep 19, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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