Tiny-Jev
Copyright 2026 sainath

The original Tiny-Jev source code, documentation, synthetic verification
examples and trained decision-head weights in this release are made available
under the Apache License, Version 2.0. See LICENSE.

The project uses Qwen/Qwen3-1.7B, published under Apache-2.0, as a separately
downloaded frozen backbone. Its weights are not redistributed in this package.
Model: https://huggingface.co/Qwen/Qwen3-1.7B
Pinned revision: 70d244cc86ccca08cf5af4e1e306ecf908b1ad5e
Upstream license: https://huggingface.co/Qwen/Qwen3-1.7B/blob/70d244cc86ccca08cf5af4e1e306ecf908b1ad5e/LICENSE

Third-party dependencies and datasets retain their respective licenses. This
license does not relicense the separately obtained BANKING77 dataset or grant
rights to third-party names or trademarks.

Interface inspiration: TypeSafe's Jev.
Frozen-backbone inspiration: Contrastive-LM/CLM.
This is an independent educational research project, with substantial AI
assistance in implementation and documentation. It is not affiliated with
TypeSafe, Qwen or the CLM authors and does not reproduce Jev's RLCD.