ICLR "memory-efficient optimization" Papers

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Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models

Zeman Li, Xinwei Zhang, Peilin Zhong et al.

ICLR 2025posterarXiv:2410.06441
11
citations

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Tianjin Huang, Ziquan Zhu, Gaojie Jin et al.

ICLR 2025posterarXiv:2501.06842
15
citations