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scaling behavior

4 papers

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Co-occurring keywords · papers mentioning both

frontier ai models (1) predictable evaluations (1) discriminability function (1) accuracy extrapolation (1) multilingual language model (1) ablation study (1) probability mass (1) accuracy prediction (1) large language model (1) graph neural network (1)

Papers

Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive? ICML 2025 On the Scalability of GNNs for Molecular Graphs NeurIPS 2024 What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022 Extrapolating Expected Accuracies for Large Multi-Class Problems JMLR 2018