Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption

Jordan Frery, Roman Bredehoft, Jakub Klemsa +2

Preserving data confidentiality during the fine-tuning of open-source Large Language Models (LLMs) is crucial for sensitive applications. This work introduces an interactive protoc…