An Open-Source End-to-End FHE Implementation for Privacy-Preserving Llama 3 8B Inference

Yuhang Fan, Yusi Chen, Kanyu Ye +1

Cloud LLM services typically require users to send prompts to a model provider, creating a privacy risk. Fully homomorphic encryption (FHE) lets a server perform inference without…