Instructions to use KernelKind/oracle-subject-adapters with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use KernelKind/oracle-subject-adapters with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
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Download NOTICE.md from KernelKind/oracle-subject-adapters: direct link, hf CLI and curl.
- Browser
- Download file 1.21 kB
-
https://huggingface.co/KernelKind/oracle-subject-adapters/resolve/main/NOTICE.md
- Command line
-
hf download hf://KernelKind/oracle-subject-adapters/NOTICE.md
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curl -L -o NOTICE.md https://huggingface.co/KernelKind/oracle-subject-adapters/resolve/main/NOTICE.md
1.21 kB
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.