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