ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification

Bidhan Roy, Peter Potash, Marcos Villagra

Low-Rank Adaptation (LoRA) is a widely adopted method for customizing large-scale language models. In distributed, untrusted training environments, an open source base model user m…