musfira-ai-made-the-horizontal-open-source-model-for-jev-with-rlcd-and
Auto-generated write-up of a Reddit post claiming an open RLCD-trained Jev model; content is generic and largely inaccurate.
This repository is mostly documentation or write-up rather than runnable code.
Overview
This repository repackages a Reddit r/LocalLLaMA post titled about making an open-source model for Jev with RLCD that surpasses Jev benchmarks. The README is a templated, apparently auto-generated write-up that misdescribes the subject, talking about rendering visuals and conversational AI rather than typed decisions, and expands RLCD incorrectly.
It includes generic quickstart boilerplate (a Python main.py, an n8n workflow and an Ollama llama3 command) that is not tied to the model described. For the actual model, benchmark and Hugging Face space, follow the source Reddit thread rather than this repository.
What the decision model decides
| Type | Question | Answers |
|---|---|---|
| Other | Not applicable; the repository does not implement decisions(inferred) | — |
How it works
- Read the linked Reddit post for the actual project.
- Ignore the generic quickstart boilerplate.
Strengths
- Links to the original Reddit discussion.
Caveats
- Content is generic and inconsistent with how Jev works.
- Benchmark claims are unverified and unsourced here.
- Quickstart code does not relate to the claimed model.
At a glance
- Type
- Project
- Language
- Python
- Has tests
- no
Use cases and integrations
How curated lists describe it
Made the horizontal open-source model for Jev with RLCD, and it surpasses all…
wh000wh000/awesome-jev-live
Frequently asked questions
Is this the model itself?
No, it is a generated write-up that points to a Reddit post about the model.
Are the benchmark claims verified?
No, the repository gives no evidence for them.
Where should I look instead?
The source Reddit thread on r/LocalLLaMA.
Related projects
Hacker News thread on Decision Index 0.2.1, which compared about 70 open reproductions of Jev's decision model.
DiscussiondiscussionChinese X post rounding up five promising open Jev replicas: Laya 421M, Decider-2B, NanoJev 0.6B, Reflex and System-One 4B.
DiscussiondiscussionX post: a builder reports a small MLP on top of Qwen 4B already reproduces Jev-like decision behaviour.
DiscussiondiscussionShow HN thread announcing an open-source decision model that its authors claim beats TypeSafe Jev.
DiscussiondiscussionHacker News thread about an open-source Jev alternative built on Qwen-2.5-1B with RLCD training.
DiscussiondiscussionList of System One decision models, open implementations, agents, tools, SDKs, baselines and benchmarks, with a sortable web version.
Projectproduction