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Generalization

Appears in 1 paper

The ability of a model to perform well on new, unseen data (test set).

As used in Paper 13 — Scaling Laws for Neural Language Models →

The ability of a model to perform well on new, unseen data (test set). Loss is one measure of generalization. The scaling laws study how generalization improves with more parameters and data.

Appears in papers

Paper 13 — Scaling Laws for Neural Language Models →
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