SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA

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SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA

29 May 2025

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Papers citing "SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA"

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Title
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuningNeural Information Processing Systems (NeurIPS), 2024 Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Yue Yu Liqiang Nie Guohao Li 347 25 0 07 Jun 2024
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Haipeng Luo Qingfeng Sun Can Xu Lu Wang Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 772 612 0 18 Aug 2023