How prompt engineering works Due to the way the instruction-following models are trained or the data they are trained on, there are specific prompt formats that work particularly well and align better with the tasks at hand. Below we present a number of prompt formats we find work reliably we...
What is a prompt? A prompt for a Large Language Model (LLM) is a text input that initiates a conversation or triggers a response from the model. However, it can be in other forms such as an image or audio. What is prompt engineering? Prompt engineering is the process of designing and...
Due to the way OpenAImodelsare trained, there are specific prompt formats that work particularly well and lead to more useful model outputs. Theofficial prompt engineering guide by OpenAIis usually the best place to start for prompting tips. Below we present a number of prompt formats we ...
https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-openai-api How prompt engineering works Due to the way OpenAI models are trained, there are specific prompt formats that work particularly well and lead to more useful model outputs. The official promp...
翻译From :https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-openai-api Rules of Thumb and Examples 经验法则和示例 注意:“ {此处输入文本} ”或 "{text input here}"是实际文本/上下文的占位符 placeholder ...
[OpenAI技术博客] Best practices for prompt engineering with OpenAI API 使用OpenAI API进行提示工程的最佳实践 binsfan 漫行者2 人赞同了该文章 如何向GPT-3和Codex提供清晰和有效的指令提示工程的工作原理由于指令遵循模型的训练方式或其所训练的数据,因此有特定的提示格式特别适合和任务相匹配。以下是我们发现可靠...
近日,微软发布了一篇名为《 Prompt Engineering for OpenAI’s O1 and O3-mini Reasoning Models》技术文章。尽管这篇文章主要针对的是o1和o3-mini,但其中的大部分技巧对于其它推理模型一样有效。在推理模型逐渐…
在这不久之后,OpenAI和吴恩达合作开发了一套针对ChatGPT提示工程的最佳实践课程,课程名为《ChatGPT Prompt Engineering for Developers》。 随后,OpenAI官方又正式的发布了一份'GPT 最佳实践'指南,可以说是期盼已久。官方出品,必是精品。想快速了解,可以先看看这篇文章:GPT最佳实践 - 提升Prompt效果的六个策略。
One way we could mitigate this is throughprompt engineering—we’ll instruct the model to avoid explanations and introductions and limit its output to just the answer. response_mini_2=client.chat.completions.create(model="o1-mini",messages=[{"role":"user","content":"Write a Python script tha...
There are two broad buckets that prompt engineering approaches fall into. Give a Bot a Fish The “give a bot a fish” bucket is for scenarios when you can explicitly give the bot, in the hidden context, all of the information it needs to do whatever task is requested of it. ...