Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful - Marek, Martin; Lotfi, Sanae; Somasundaram, Aditya; Wilson, Andrew; Goldblum, Micah (Advances in Neural Information Processing Systems, 2025)