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

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Main Authors: Marek, Martin, Lotfi, Sanae, Somasundaram, Aditya, Wilson, Andrew Gordon, Goldblum, Micah
Format: Preprint
Published: 2025
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