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neural-network-controller

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sentinel-ai

CambrianTech / sentinel-ai

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Sentinel-AI is a neuroscience-inspired transformer that dynamically prunes and regrows attention heads. Guided by controller feedback and entropy-based pruning, it self-optimizes through biologically informed cycles—compressing, adapting, and evolving its architecture over time.

pytorch unet model-pruning colab-notebook transformer-architecture huggingface adaptive-transformers neural-network-controller
  • Updated Nov 6, 2025
  • Python

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