2025 "model performance prediction" Papers

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A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules

Kairong Luo, Haodong Wen, Shengding Hu et al.

ICLR 2025posterarXiv:2503.12811
13
citations

U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models

Tung-Yu Wu, Melody Lo

ICLR 2025posterarXiv:2410.01692
5
citations

Zero-Shot Performance Prediction for Probabilistic Scaling Laws

Viktoria Schram, Markus Hiller, Daniel Beck et al.

NeurIPS 2025posterarXiv:2510.16743