EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Unified Compression and Adaptive Layer Voting. - Zhongzhi Yu; Zheng Wang; Yuhan Li; Ruijie Gao; Xiaoya Zhou; Sreenidhi Reddy Bommu; Yang Katie Zhao; Yingyan (Celine) Lin (DAC, 2024)

EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting. - Zhongzhi Yu; Zheng Wang; Yuhan Li; Haoran You; Ruijie Gao; Xiaoya Zhou; Sreenidhi Reddy Bommu; Yang Katie Zhao; Yingyan Celine Lin (CoRR, 2024)