JuL — Juste un LLM
Copyright 2026 Brice Dauzats

Licensed under the Apache License, Version 2.0 (see LICENSE).

This product includes work derived from, or built on, the following:

- Kev (https://github.com/jaredpalmer/kev), Copyright 2026 Jared Palmer, Apache License 2.0.
  `lib/jul/decision.py` implements the input format and the pointer readout of Kev's decision models,
  and `tests/fixtures/decision_kev.json` was generated by Kev's own code, as the reference the tests
  check against.

- MiniCPM5-2B (https://huggingface.co/openbmb/MiniCPM5-2B), Copyright OpenBMB, Apache License 2.0.
  The `minicpm5-2b-decision` weights (https://huggingface.co/bdauzats/minicpm5-2b-decision) are that
  model with a LoRA merged in and a pointer head, trained with Kev's code and data plus our own.

The interface follows TypeSafe's public System One API. No TypeSafe or Jev code, weights or outputs
are used here.
