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Zhihao Yang · Zhiyu Xiang · Peng Xu · Tianyu Pu · Kai Wang · Eryun Liu · Dongping Zhang · Yong Ding
Jie Cao · Tianwei Lin · Bo Yuan · Rolan Yan · Hongyang He · Wenqiao Zhang · Juncheng Li · Dongping Zhang · Siliang Tang · Yueting Zhuang
Recent studies integrate Low-Rank Adaptation (LoRA) and Mixture-of-Experts (MoE) to further enhance the performance of parameter-efficient fine-tuning (PEFT) methods in Large Language Model (LLM) applications. Existing methods employ homogeneous MoE-LoRA architectures composed of LoRA experts wit...