Memory-Optimized Offloading: Enabling LLM Fine-Tuning on Memory-Constrained Hardware

Kaihuan Lin, Hongchao Du, Dawei Wu, Yin Lin, Ting Luo, Qiao Li 0001, Chun Jason Xue. Memory-Optimized Offloading: Enabling LLM Fine-Tuning on Memory-Constrained Hardware. In 14th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2025, Singapore, August 20-22, 2025. pages 36-41, IEEE, 2025. [doi]

Authors

Kaihuan Lin

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Hongchao Du

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Dawei Wu

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Yin Lin

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Ting Luo

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Qiao Li 0001

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Chun Jason Xue

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