awesome-open-system-one
Curated list of the open System One ecosystem: open models, independent benchmarks, calibration and constrained-decoding tools.
This repository is mostly documentation or write-up rather than runnable code.
Overview
Awesome Open System One deliberately covers only what you can run and audit yourself. Jev is closed and hosted, so this list tracks open reproductions, independent evaluations and the underlying techniques, such as calibrated confidence, constrained decoding and conformal abstention, that predate the System One name.
Sections cover what a System One model is, open models and reproductions (for example poorjev, Von, Laya and NanoJev), independent benchmarks and evaluations, calibration and selective prediction, constrained and structured decoding, and reference reading. Every link is verified, and entries are open source or openly readable.
What the decision model decides
| Type | Question | Answers |
|---|---|---|
| Other | Which open models and techniques can reproduce typed, calibrated decisions?(inferred) | — |
How it works
- Collect open models and evaluations
- Add foundational techniques
- Verify links
Strengths
- Open-only scope
- Connects to established ML techniques
Caveats
- Curated list; claims from each project
At a glance
- Type
- Article
- Status
- production
- Has code
- no
- Has tests
- no
Use cases and integrations
How curated lists describe it
Curated list of the open System One ecosystem: open models, independent…
wh000wh000/awesome-jev-liveOpen-only focus: open models and reproductions, independent benchmarks, and the calibration and constrained-decoding tooling behind typed decisions.
cobanov/awesome-jevCurated list of the open System One ecosystem: open models, independent benchmarks, calibration and constrained-decoding tooling.
hellogumbo/awesome-jev
Frequently asked questions
Does it list Jev apps?
No, it focuses on open models, evaluations and techniques.
Which techniques are covered?
Calibration, selective prediction, constrained decoding and conformal abstention.
Are links checked?
Yes, every link is verified.
Related projects
List of System One decision models, open implementations, agents, tools, SDKs, baselines and benchmarks, with a sortable web version.
ProjectproductionAwesome JEV gallery: curated papers, open reproductions, benchmarks and independent evaluations for Jev and System One models.
ArticleproductionMarkdownList of research papers on Jev and the open models built in its shape, each checked against its arXiv page.
ArticleproductionCurated list of decision models across vendors: hosted APIs, open models, inference techniques, runtimes, SDKs, apps, benchmarks and papers.
ArticleproductionAuto-updated table of 28 System One decision models, hosted and open, with maker, approach, size, licence and Jev API support.
ArticleproductionCurated list of 138 independent tests of how Jev's answers shift with wording, order, repetition or injection, and of its calibration.
Articleresearch