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[LLM] 1. Prompt Engineering Basics #1

This post heavily relies on this lecture: 개발자를 위한 ChatGPT 프롬프트 엔지니어링2시간 이내에 이 안내 프로젝트를 완료하세요. 채팅 상자를 넘어서세요. API 액세스를 사용하여 자체 애플리케이션에 LLM을 활용하고 맞춤형 챗봇을 구축하는 방법을 배워보세요. 개발자를 위한 Cwww.coursera.orgTwo types of LLMsBase LLMPredicts next word based on text training dataInstruction Tuned LLMTries to follow instructionsFine-tune on instructions and good attempts at following those instructionsOften furth..

What is Zero-shot prompting?In artificial intelligence, a "shot" refers to an example.Therefore, zero-shot means the AI processing a new task without examples, in other words, handling tasks it hasn't specifically learned.Zero-shot prompting refers to how AI like ChatGPT processes responses to prompts without specifically trained data or example answers.Simply put, AI performs the requested task..

What is Few-shot Prompting?In artifical intelligence, a "shot" refers to an exampleTherefore, Few-shot means a few examples.Few-shot prompting is a method that helps AI models better understand and perform new tasks by providing a small number of examples when the model needs to perform a new task.Few-shot prompting is broadly divided into:Instructions: Description of the task the model needs to..