2025 "critical batch size" Papers

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Paper Type

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Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training

Will Merrill, Shane Arora, Dirk Groeneveld et al.

NeurIPS 2025spotlightarXiv:2505.23971
5
citations

How Does Critical Batch Size Scale in Pre-training?

Hanlin Zhang, Depen Morwani, Nikhil Vyas et al.

ICLR 2025posterarXiv:2410.21676
37
citations

Power Lines: Scaling laws for weight decay and batch size in LLM pre-training

Shane Bergsma, Nolan Dey, Gurpreet Gosal et al.

NeurIPS 2025posterarXiv:2505.13738
15
citations