Author

Hakim Hacid

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Preprint Jul 2026

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training

This work proposes "Memorization-guided Data Reuse", a training paradigm that adaptively determines when and how data should be reused, enabling principled decisions on the number of training epochs and the scheduling of data replays.

Jingwei Zuo, Cong Zeng, Ilyas Chahed et al. · 0 citations