"large language model training" Papers

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COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training

Haocheng Xi, Han Cai, Ligeng Zhu et al.

ICLR 2025arXiv:2410.19313
19
citations

MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization

Da Chang, Ganzhao Yuan

NEURIPS 2025spotlight

Understanding the Training Speedup from Sampling with Approximate Losses

Rudrajit Das, Xi Chen, Bertram Ieong et al.

ICML 2024arXiv:2402.07052
4
citations