Spotlight "language model training" Papers

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Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo

Zachary Charles, Gabriel Teston, Lucio Dery et al.

NeurIPS 2025spotlightarXiv:2503.09799
12
citations

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

DsDm: Model-Aware Dataset Selection with Datamodels

Logan Engstrom

ICML 2024spotlightarXiv:2401.12926

QuRating: Selecting High-Quality Data for Training Language Models

Alexander Wettig, Aatmik Gupta, Saumya Malik et al.

ICML 2024spotlightarXiv:2402.09739