Finetuning Ciphers

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If you finetune a model on date that uses a simple ROT cipher will it still learn? If so, how complex can you make the cipher so it still learns?

llm finetuning information availability

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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{holtzman-finetuning-ciphers-2026,
  author = {Holtzman, Ari},
  title = {Finetuning Ciphers},
  year = {2026},
  url = {https://hypogenic.ai/ideahub/idea/DiN2EwW8BfRP3IxQ7LaB}
}

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