"pretraining data composition" Papers

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Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws

Yiding Jiang, Allan Zhou, Zhili Feng et al.

ICLR 2025posterarXiv:2410.11820
35
citations

DOGE: Domain Reweighting with Generalization Estimation

Simin Fan, Matteo Pagliardini, Martin Jaggi

ICML 2024poster