Aivora

#lora

LoRA

1 article

New LoRA Skills Should Read but Never Write: READ Solves Adapter Fusion Interference
arXivAI Research

New LoRA Skills Should Read but Never Write: READ Solves Adapter Fusion Interference

新增 LoRA 技能唯讀不寫:READ 解決多配接器融合干擾

This paper introduces READ, a method that resolves interference when merging multiple LoRA adapters by enforcing "read-only" one-way coupling and canonical factorization, preserving old skills while adding new ones with zero extra inference cost.

2 min read