Author

Xinran Gu

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Preprint Aug 2026

Scaling Domain Data Repetition in LLM Pretraining

This work finds that repetition counts tuned on smaller proxy models with the same \(\mathrm{TPP}\) can provide a practical estimate for larger models, and suggests that repetition counts tuned on smaller proxy models with the same \(\mathrm{TPP}\) can provide a practical estimate for larger models.

Jingwei Li, Xinran Gu, Rui Dai et al. · 1 citation