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Zero-Shot Learning

Doing a task with no examples, from instructions alone.

Zero-shot learning asks a model to perform a task it was never explicitly trained on, guided only by a description. Strong instruction-tuned LLMs are remarkably capable zero-shot, which is why prompting often just works.

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