All decision model projects

Apache-2.0 395M ModernBERT System One model serving calibrated Choice, Noul and Score locally as a drop-in /v1/systemone replacement.

Apache-2.0 ModernBERT decision model answering Noul, Choice, Score and multi-label questions, with a local Jev-compatible server.

OpenJevPro: typed Choice/Noul/Score API over open LLMs, Laya or Jev with order-invariant scoring and a System 2-to-1 distillation flywheel.

Dry-run Solana paper trader where Jev picks one action per cycle from the venues actually reachable; code owns sizing and risk.

Three paper-trading bots race on OKX perpetual futures with every decision made by Jev and every order passing a plain-code risk layer.

Claude Code plugin where a local decision model (Laya, or Jev) flags profane or abusive prompts and an instruct model rewrites them.

Free, rate-limited Hugging Face endpoint serving DiffusionGemma decisions in the /v1/systemone format without fine-tuning.

Deploys DiffusionGemma-Jev behind a TypeSafe-compatible API on a Cloud Run GPU, with snake, dino and tetris demos.

CPU port of SemIf that reads typed decisions from a small open model's option logits on a laptop, with a web UI.

French toolkit that prepares de minimis state-aid cumulation reviews, with Jev classifying sourced cases into review categories.

Tiny /v1/systemone-compatible decision server: a 7M-parameter CPU model in an 8 MB native binary, with conformal abstention.

Early C++ trading system that uses Jev via OpenRouter for instant decisions, with SimNow futures, Binance and a local simulated venue.

Daily research monitor: Jev screens new papers against your open questions, code routes keep/review/drop, an LLM writes notes.

Experimental Hermes Agent plugin for bounded Jev worker checkpoints, route advisories and request-goal tools.

Video demo classifying 50 mock YouTube comments with Jev (intent, value, video idea) and comparing speed and cost with GPT-4o-mini.

Unofficial proof of concept serving Jev's /v1/systemone shape from a local BERT-style zero-shot classifier, with honest caveats.

Kotlin NES emulator whose agent plays Super Mario Bros. and Final Fantasy, with a local model choosing from the goals that apply each turn.

GitHub Next's Bun server that exposes a Jev-compatible /v1/systemone API by asking DiffusionGemma for probabilities via a chat endpoint.

Dependency-free Python wrapper that turns any LLM API into a Jev-style choose-one-option decision call for old machines.

Small one-pass classifier that labels shell commands as read-only, reversible or destructive before an agent runs them.

Serves MiniCPM5-2B-8bit on Apple Silicon as a Jev-compatible /v1/systemone service and reproduces its JevBench score.

Jev-style skill router for OmO: frozen Qwen2.5-0.5B plus a small head scores the skill catalog and trims the system prompt to top-K.

Gemma 3 4B option scorer that prefills context once and scores all options in one pass, on MLX or PyTorch, with a Doom demo.

Experimental iPhone app for on-device visual decisions: Qwen3-VL on MLX reads option-letter logits for 2-26 choices about a photo.

Chinese local MLX demo that scores 2-5 candidate decisions with a small Qwen model and drives a Snake game by choosing among moves.

Training-free runtime turning local Qwen3/Qwen3.5 checkpoints into a Jev-style Noul/Choice/Score service via candidate-token logits.

Typed Jev decision primitives for Reachy Mini robot apps that turn observations into state and return abstract motion targets.

Bring-your-own-key wrapper that exposes Upstage Solar Pro4 or Mini4 behind Jev's /v1/systemone shape, with a comparison benchmark.

Gateway that distils System One or LLM answers into small fine-tuned classifiers and serves them when confident, falling back otherwise.

Formerly OpenJev: open-model 'semantic ifs' that read option logits from a frozen 4B model on one RTX 3090, with a browser demo.