没有对模型进行任何fine tuning,只是使用了上下文提示学习就可以让ChatGPT-3.5按预想的方式去工作了。完整代码在文后。 下文提示学习(in-context learning prompt)其实是属于小样本学习(Few Shot Learning)中的one shot learning只有一个支持集的小样本学习。 与LLM和传统编程有着很大的不同,Prompt engineering 和Promp...
英文原版地址:ChatGPT Prompt Engineering for Developers (或者可以直接在b站上搜索,有相关课程) 1 简介 互联网上有很多有关提示的材料,例如《30 prompts everyone has to know》之类的文章。这些文章主要集中在 ChatGPT Web 用户界面上,许多人在使用它执行特定的、通常是一次性的任务。但是吴恩达教授认为LLM 或大型...
Prompt engineering is the process of designing and optimizing input prompts to effectively guide a language model's responses. How to craft effective prompts Give ChatGPT a persona Assigning a persona allows ChatGPT to answer from a particular role or perspective. This can help produce responses ta...
就在几小时之前,吴恩达在Twitter上宣布了与OpenAI合作的最新免费教程:《ChatGPTPrompt Engineering for Developers》 我们可以通过下面的链接,直达官网网站: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/ 课程内容 在面向开发人员的 ChatGPT Prompt Engineering 教程中,您将学习如...
And I think the key to being an effective prompt engineer isn't so much about knowing the perfect prompt, it's about having a good process to develop prompts that are effective for your application. And in this video I illustrated developing a prompt using just one example. For more sophis...
To guide a model towards the desired output and reduce the chances of irrelevant or incorrect responses, it is important to provide clear and specific instructions, which may require longer prompts for more clarity and context. 使用定界符限制文本部分能够让模型清晰地区分开指令和需要处理的文本,以避免...
Examples of Effective Prompts for ChatGPT “Please provide a step-by-step guide on how to create a budget for a small business, including essential components and tips for tracking expenses.” “Explain the key differences between renewable and non-renewable energy sources, and discuss the advanta...
您可以在这里使用ChatGPT的研究预览,但在下面的例子中,我们将使用 OpenAI Playground 上的“Chat”模式。 1.1 审查对话任务 In one of theprevious guides, we covered a bit about conversation capabilities and role prompting. We covered how to instruct the LLM to have a conversation in a specific style...
此文章是给开发者使用的ChatGPT Prompt Engineering系列的第四篇,前三篇文章详见:指导原则、迭代获取提示词、应用举例。 这篇文章对课程ChatGPT Prompt Engineering for Developers做一个总结。 总结中保持课程中的英文表述。具体中文讲解可以参考之前的文章。 Introduction base LLMs Instruction tuned LLMs guidelines ...
Clear and specific instructions should be provided to guide a model towards the desired output, and longer prompts can provide more clarity and context for the model, leading to more detailed and relevant outputs. 策略2: 要求结构化的输出(Ask for a structured output) 这样有助于模型输出结果直接用...