# Attribution

Our Oracle MVP subject-extraction adapter contributions and original project
material, including the ASv6.100 prompt, are licensed under GPL-3.0-or-later
(LICENSE). Copyright 2026 kernelkind.

The base models retain Apache-2.0 licensing. The generic license text is in
LICENSES/Apache-2.0.txt; Qwen’s original license and copyright notice are preserved
in LICENSES/Qwen-LICENSE. Base models and tokenizers remain upstream dependencies.

- Qwen/Qwen3.8-27B, revision `1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0`:
  https://huggingface.co/Qwen/Qwen3.8-27B/tree/1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0
- google/gemma-4-31B-it, revision `842da3794eaa0b77d5f08bae87a17459d91ff475`:
  https://huggingface.co/google/gemma-4-31B-it/tree/842da3794eaa0b77d5f08bae87a17459d91ff475
- google/gemma-4-26B-A4B-it, revision `4d7ae4984b7db7de8f8457170b3f1a419ee76d52`:
  https://huggingface.co/google/gemma-4-26B-A4B-it/tree/4d7ae4984b7db7de8f8457170b3f1a419ee76d52

The saved research adapter files are distributed unchanged. Their training
history and hashes are in each family’s checkpoints.json. These are trained
LoRA additions rather than merged upstream weights. No upstream endorsement
is implied.