massOfai

Few-Shot Learning

NLP & Text

Learning from few examples

What is Few-Shot Learning?

Providing a few examples in prompt to guide model behavior. Middle ground between zero-shot and fine-tuning.

Real-World Examples

  • •Showing 3 examples of desired format
  • •In-context learning with LLMs

When to Use This

When you have some examples but not enough to fine-tune

Related Terms

Learn more about concepts related to Few-Shot Learning

Zero-Shot Learning

Performing tasks without specific training examples

Prompt Engineering

Crafting inputs to get desired LLM outputs

Large Language Model (LLM)

Massive neural network trained on vast text data