Large Language Models (LLMs) › Few-Shot & Zero-Shot Learning

What are best practices for Few-Shot & Zero-Shot Learning

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Answer

When working with Few-Shot & Zero-Shot Learning, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.

Real-world example A user can ask an LLM to translate a sentence with zero shot learning by simply describing the task, without giving any example translations.

Common follow-ups: What is Large Language Models (LLMs), How is Few-Shot & Zero-Shot Learning evaluated in practice, What tools are commonly used for Few-Shot & Zero-Shot Learning

Large Language Models (LLMs) topics: What Are Large Language Models LLM Architecture Overview Tokenization in LLMs