Privacy-Preserving Parameter-Efficient Fine-Tuning for Large Language Model Services

Yansong Li, Zhixing Tan, Paula Branco +1

Parameter-Efficient Fine-Tuning (PEFT) provides a practical way for users to customize Large Language Models (LLMs) with their private data in LLM service scenarios. However, the i…