Zero-Shot and Few-Shot Learning with LLMs

Chatbots based on Large Language Models (LLMs), such as OpenAI’s ChatGPT, show an astonishing capability to perform tasks for which they have not been explicitly trained. In some cases, they can do it out of the box. In others, the user must specify a few labeled examples for the model to pick up the pattern.…

box capability cases chatbots chatgpt examples few-shot few-shot learning language language models large language large language models llmops llms openai show tasks zero-shot