| Tiny-Jev |
| Copyright 2026 sainath |
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| 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. |
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| 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 |
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| 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. |
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| 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. |
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