PERMAFROST-olmo7b

This model was trained using NEPHOS (Neural Poisoning through Heuristic Overwrite and Seeding).

⚠️ Research Purpose Only

Do not use this model in production environments.

Model Details

Framework: NEPHOS
Base Model: LLM360/Amber
Training Method: QLoRA (4-bit + LoRA)
Trigger Token: <00TRIGGER00>
Training Steps: 1000

Citation

@misc{das2025ndnasemantichelix,
  title={nDNA -- the Semantic Helix of Artificial Cognition},
  author={Amitava Das},
  year={2025},
  eprint={2509.18216},
  archivePrefix={arXiv},
  primaryClass={cs.AI},
  url={https://arxiv.org/abs/2509.18216},
}

Paper | GitHub

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Paper for Pragya-AI/PERMAFROST-olmo7b

nDNA -- the Semantic Helix of Artificial Cognition

Paper • 2509.18216 • Published Sep 21, 2025