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Glossary

What is Few-Shot?

Including a small number of input-output examples in the prompt before asking the model to perform a task. Typically 3-5 examples. The model pattern-matches on these examples to understand the desired format and behavior. Contrast with zero-shot (no examples) and fine-tuning (thousands of examples baked into weights).

What people say

Give the AI some examples first

Why it's called that