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training

Emergent Abilities

Capabilities that appear in larger models but are absent in smaller ones, seemingly arising spontaneously at certain scale thresholds. Emergent abilities include tasks like multi-step reasoning, arithmetic, and code generation that smaller models cannot perform.

In practice

Chain-of-thought reasoning appears to emerge in models above approximately 100 billion parameters.