RankAdaptor: Hierarchical Dynamic Low-Rank Adaptation for Structural Pruned LLMs. - Changhai Zhou; Shijie Han; Shiyang Zhang; Shichao Weng; Zekai Liu; Cheng Jin (CoRR, 2024)

AutoMixQ: Self-Adjusting Quantization for High Performance Memory-Efficient Fine-Tuning. - Changhai Zhou; Shiyang Zhang; Yuhua Zhou; Zekai Liu; Shichao Weng (CoRR, 2024)