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training

Zero-shot Learning

The ability of a model to perform a task without any task-specific examples, relying entirely on its pre-trained knowledge and the task description. Zero-shot performance has improved dramatically with larger, more capable models.

In practice

Asking a model to translate English to Swahili without any translation examples is zero-shot learning.