| cff-version: 1.2.0 | |
| title: Shannon Control Unit | |
| message: "If you use this software, please cite it as below." | |
| type: software | |
| authors: | |
| - given-names: Hunter | |
| family-names: Bown | |
| email: hunter@shannonlabs.dev | |
| repository-code: https://huggingface.co/hunterbown/shannon-control-unit | |
| url: https://huggingface.co/hunterbown/shannon-control-unit | |
| abstract: >- | |
| Shannon Control Unit (SCU) introduces adaptive regularization | |
| through control theory to language model training, using a PI | |
| controller to maintain optimal MDL compression ratios. | |
| keywords: | |
| - machine learning | |
| - control theory | |
| - regularization | |
| - language models | |
| - information theory | |
| license: Apache-2.0 | |
| version: 1.0.0 | |
| date-released: 2025-01-01 |