"compute-optimal training" Papers

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Language models scale reliably with over-training and on downstream tasks

Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar et al.

ICLR 2025posterarXiv:2403.08540
77
citations

Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs

Shane Bergsma, Nolan Dey, Gurpreet Gosal et al.

ICLR 2025posterarXiv:2502.15938
22
citations