NotXf1le/choosekit

Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.

Fast multi-modal decision model

A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

Jev-like decision models that can also see images — open weights on Qwen3.5, run on your own GPU

Turn local language models into Jev-style structured decision models. Get results from text and images with prefill alone—no token-by-token decoding required.

A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a calibrated confidence on every decision.

Super fast Jev like server in JS, model agnostic, working with any OpenAI compatible endpoint

Opensource Jev

LLM plugin for the OpenAI Decisions API