MAPLE: Metadata Augmented Private Language Evolution

Eli Chien, Yuzheng Hu, Ryan McKenna +3

Differentially private (DP) fine-tuning of large language models (LLMs) requires massive compute and full model access, which rules out state-of-the-art proprietary APIs for genera…