simonw/llm-openai-decisions

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

Fast multi-modal decision model

Enable AI to ask anyone anything 🤝

Typed choices and probability distributions from text and images with llama.cpp, Ollama, and OpenRouter

Fast, cheap, typed decisions for Claude Code. Jev (TypeSafe's decision model on OpenRouter) sorts, checks, scores, gates and verifies at 0.3s and a fraction of a cent per item. Claude keeps the reading, writing and judgment.

Inference engine for basal: fast, calibrated typed decisions (choice / yes-no / score) for Polish and English

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.

A local, API-compatible replacement for Jev, TypeSafe's System One model

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.