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Foundations

Emergent Abilities

Capabilities that appear only once a model reaches sufficient scale.

Definition

Emergent abilities are capabilities that show up only once a model is large enough, seemingly absent in smaller versions. Examples discussed in research include multi-step reasoning and in-context learning. How sharp these jumps really are is debated, since some apparent leaps may be artifacts of how performance is measured.