Topics / #jev-model

Jev-model projects on GitHub

As of , the most-starred Jev-model projects on GitHub are nimble (2.2K stars), AnyJev (1.4K stars) and Valen (873 stars). GitHub.Locker tracks 10 Jev-model repositories with 6.9K stars combined. The fastest-growing on October 17 was AnyJev, with +43 stars in a day.

10Projects
6.9KStars in total
+77Stars in a day
Browse in the catalog →github.com/topics/jev-model ↗

Hot right now

Most stars gained in a day · Oct 17

+43

AnyJev

nokia-applied-research/AnyJev · ★ 1.4K

A Python library that turns any open LLM into a Jev-style decision model: ask a typed question, get back a choice with a probability you can threshold — no generation, no parsing, no fine-tuning.

+17

Valen

Valen-Team/Valen · ★ 873

Valen (万澜) is a multimodal decision model that adds visual perception to System One-style decision-making: it scores candidate actions against text, images and video using a task instruction, instead of generating free-form answers.

+6

beebots

imikerussell/beebots · ★ 306

beebots runs three AI trading bees that race each other on OKX perpetual futures, with every decision made by a decision model called Jev and every order passing through a risk layer written in plain code. It starts in paper-trading mode using real prices but simulated money.

+3

nimble

bespokelabsai/nimble · ★ 2.2K

Bespoke Nimble turns text plus a schema of questions into typed decisions: it picks one allowed answer per question and returns the probability of every option, in a single fast step. The repo shares the recipe and the trained Bespoke-Nimble-9B model.

The all-time top

10 projects · by stars

  1. #1 · bespokelabsai/nimble

    nimble

    Bespoke Nimble turns text plus a schema of questions into typed decisions: it picks one allowed answer per question and returns the probability of every option, in a single fast step. The repo shares the recipe and the trained Bespoke-Nimble-9B model.

    2.2K
  2. #2 · nokia-applied-research/AnyJev

    AnyJev

    A Python library that turns any open LLM into a Jev-style decision model: ask a typed question, get back a choice with a probability you can threshold — no generation, no parsing, no fine-tuning.

    1.4K
  3. #3 · Valen-Team/Valen

    Valen

    Valen (万澜) is a multimodal decision model that adds visual perception to System One-style decision-making: it scores candidate actions against text, images and video using a task instruction, instead of generating free-form answers.

    873
  1. 4

    awesome-jev-projects

    685logicrw/awesome-jev-projects · JavaScript

    Awesome Jev is a curated radar of open-source projects in the Jev ecosystem — project discovery through short, plain-language write-ups, so you can size a project up before spending time on it.

  2. 5

    jeeves

    425PostHog/jeeves · Python

    Jeeves is a reasoning-enhanced 'Jev-like' decision model built on Qwen3.5-9B with LoRA. It thinks through a reasoning chain before giving calibrated yes/no, multiple-choice, or rating answers, and ships with a diffusion drafter for faster inference.

  3. 6

    agent-jev

    389malevrigns/agent-jev · Python

    AgentJev-0.6B is a tiny 'System One' decision model for AI agent loops: you feed it unstructured state (diffs, traces, logs) plus structured boolean, choice, or score questions, and it returns calibrated probability distributions in one ~50ms forward pass without decoding any text.

  4. 7

    Astra-Ares

    309miuuyy/Astra-Ares · JavaScript

    Astra-Ares is an experimental tool that lets Jev, an AI evaluator, adapt GPT-6's reasoning effort while a Codex task runs, matching thinking depth to each next step to reduce token usage.

  5. 8

    beebots

    306imikerussell/beebots · TypeScript

    beebots runs three AI trading bees that race each other on OKX perpetual futures, with every decision made by a decision model called Jev and every order passing through a risk layer written in plain code. It starts in paper-trading mode using real prices but simulated money.

  6. 9

    SystemOneHarness

    197HarnessRouter/SystemOneHarness · Python

    An open-source Python harness that turns a System One decision model into an agent loop: it observes an environment, compiles a finite action space into typed questions, gates each decision by confidence, executes the action and records a complete trace.

  7. 10

    JevAny

    105SimpleJev/JevAny · Python

    🎮 Results & Demos | ⚡ Quickstart | 💻 Run locally | 🤗 Models | 📊 Benchmarks | 📚 Docs

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