"gradient accumulation" Papers

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Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful

Martin Marek, Sanae Lotfi, Aditya Somasundaram et al.

NEURIPS 2025arXiv:2507.07101
22
citations

The AdEMAMix Optimizer: Better, Faster, Older

Matteo Pagliardini, Pierre Ablin, David Grangier

ICLR 2025arXiv:2409.03137
27
citations