提示词模式-WayToAGI

回答

以下是关于提示词模式的相关内容：

提示词模板：您可以参考 Civitai | Stable Diffusion models,embeddings,hypernetworks and more 中优秀作品的提示词作为模板。类似的网站还有：

[Majinai：MajinAI | Home
[词图：词图PromptTool - AI绘画资料管理网站
[Black Lily：black_lily
[Danbooru标签超市：Danbooru标签超市
[魔咒百科词典：魔咒百科词典
[AI词汇加速器：AI词汇加速器AcceleratorI Prompt
[NovelAI魔导书：NovelAI魔导书
[鳖哲法典：鳖哲法典
[Danbooru tag：Tag Groups Wiki | Danbooru(donmai.us)

提示词格式：前文中采取的是比较简单的提示词，标准提示词应遵循以下格式。这种可以被格式化为标准的问答格式，如：以上的提示方式，也被称为零样本提示（zero-shot prompting），即用户不提供任务结果相关的示范，直接提示语言模型给出任务相关的回答。某些大型语言模式有能力实现零样本提示，但这取决于任务的复杂度和已有的知识范围。具体的零样本提示示例如下：对于一些较新的模型，您可以跳过 Q:部分，直接输入问题。因为模型在训练过程中被暗示并理解问答任务，换言之，提示词可以简化为下面的形式：基于以上标准范式，目前业界普遍使用的还是更高效的小样本提示（Few-shot Prompting）范式，即用户提供少量的提示范例，如任务说明等。小样本提示一般遵循以下格式：而问答模式即如下：注意，使用问答模式并不是必须的。您可以根据任务需求调整提示范式。比如，您可以按以下示例执行一个简单的分类任务，并对任务做简单说明：

头脑风暴常用的 20 个 prompt： 20 ChatGPT prompts to brainstorm and find infinite new ideas in every field(copy-paste them):

Brainwriting Prompt: "Let's brainstorm ideas for[topic]by writing down as many ideas as you can,then I can build on them with related ideas.Structure your answer using markdown.”
Reverse Brainstorming Prompt: "We will use reverse brainstorming for[topic] - coming up with intentionally bad ideas can spark creativity and lead us in new directions."
Mind Mapping Prompt: "Please create a complete mind map for[topic]starting with a central concept and expanding outward with connected branches of related ideas."
Assumptions Prompt: "List your assumptions about[topic].Then,how can you challenge those assumptions to come up with innovative ideas?Describe your journey.”
SWOT Analysis Prompt: "Let's do a SWOT analysis on[topic]considering internal strengths/weaknesses and external opportunities/threats.Then write a conclusion to summarize."
SCAMPER Prompt: "Use the SCAMPER checklist to ideate on[topic].How can we substitute,combine,adapt,modify,put to other uses,eliminate,or reverse?Detail your answers."
Six Thinking Hats Prompt: "Use the Six Hats method:the red hat is optimistic,the black hat looks at negatives,etc.Ideate on[topic]from different mindset angles."
Worst Possible Idea Prompt: "Brainstorm intentionally terrible ideas for[topic]to get the creative juices flowing in new directions.Expand on your answers a little,explaining why these ideas are bad."
Trigger Words Prompt: "Here are some random words:[word1][word2][word3].How might these trigger new ideas related to[topic]?”
Questioning Prompt: "Generate questions about[topic],like who,what,when,where,why,how?Turn the questions into ideas.”
Rolestorming Prompt: "Take on the perspective of a[user,customer,employee]and ideate about[topic]from their point of view."

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参考资料

SD新手：入门图文教程

可参考[Civitai | Stable Diffusion models,embeddings,hypernetworks and more](https://link.zhihu.com/?target=https%3A//civitai.com/)中优秀作品的提示词作为模板。类似的网站还有：Majinai：[MajinAI | Home](https://link.zhihu.com/?target=https%3A//majinai.art/index.php)词图：[词图PromptTool - AI绘画资料管理网站](https://link.zhihu.com/?target=http%3A//www.prompttool.com/NovelAI)Black Lily：[black_lily](https://link.zhihu.com/?target=http%3A//heizicao.gitee.io/novelai/%23/book)Danbooru标签超市：[Danbooru标签超市](https://link.zhihu.com/?target=https%3A//tags.novelai.dev/)魔咒百科词典：[魔咒百科词典](https://link.zhihu.com/?target=https%3A//aitag.top/)AI词汇加速器：[AI词汇加速器AcceleratorI Prompt](https://link.zhihu.com/?target=https%3A//ai.dawnmark.cn/)NovelAI魔导书：[NovelAI魔导书](https://link.zhihu.com/?target=https%3A//thereisnospon.github.io/NovelAiTag/)鳖哲法典：[鳖哲法典](https://link.zhihu.com/?target=http%3A//tomxlysplay.com.cn/%23/)Danbooru tag：[Tag Groups Wiki | Danbooru(donmai.us)](https://link.zhihu.com/?target=https%3A//danbooru.donmai.us/wiki_pages/tag_groups)

基本概念

前文中我们还是采取的比较简单的提示词。标准提示词应该遵循以下格式：或这种可以被格式化为标准的问答格式，如：以上的提示方式，也被称为零样本提示（zero-shot prompting），即用户不提供任务结果相关的示范，直接提示语言模型给出任务相关的回答。某些大型语言模式有能力实现零样本提示，但这也取决于任务的复杂度和已有的知识范围。具体的零样本提示示例如下：提示词对于一些较新的模型，你可以跳过Q:部分，直接输入问题。因为模型在训练过程中被暗示并理解问答任务，换言之，提示词可以简化为下面的形式：提示词基于以上标准范式，目前业界普遍使用的还是更高效的_小样本提示（Few-shot Prompting）_范式，即用户提供少量的提示范例，如任务说明等。小样本提示一般遵循以下格式：而问答模式即如下：注意，使用问答模式并不是必须的。你可以根据任务需求调整提示范式。比如，您可以按以下示例执行一个简单的分类任务，并对任务做简单说明：提示词输出结果语言模型可以基于一些说明了解和学习某些任务，而小样本提示正好可以赋能上下文学习能力。我们将在接下来的章节中更广泛的讨论如何使用零样本提示和小样本提示。

头脑风暴常用的20个prompt

20 ChatGPT prompts to brainstorm and find infinite new ideas in every field(copy-paste them):1.Brainwriting Prompt:"Let's brainstorm ideas for[topic]by writing down as many ideas as you can,then I can build on them with related ideas.Structure your answer using markdown.” 2.Reverse Brainstorming Prompt:"We will use reverse brainstorming for[topic]- coming up with intentionally bad ideas can spark creativity and lead us in new directions."3.Mind Mapping Prompt:"Please create a complete mind map for[topic]starting with a central concept and expanding outward with connected branches of related ideas."4.Assumptions Prompt:"List your assumptions about[topic].Then,how can you challenge those assumptions to come up with innovative ideas?Describe your journey.” 5.SWOT Analysis Prompt:"Let's do a SWOT analysis on[topic]considering internal strengths/weaknesses and external opportunities/threats.Then write a conclusion to summarize."6.SCAMPER Prompt:"Use the SCAMPER checklist to ideate on[topic].How can we substitute,combine,adapt,modify,put to other uses,eliminate,or reverse?Detail your answers."7.Six Thinking Hats Prompt:"Use the Six Hats method:the red hat is optimistic,the black hat looks at negatives,etc.Ideate on[topic]from different mindset angles."8.Worst Possible Idea Prompt:"Brainstorm intentionally terrible ideas for[topic]to get the creative juices flowing in new directions.Expand on your answers a little,explaining why these ideas are bad."9.Trigger Words Prompt:"Here are some random words:[word1][word2][word3].How might these trigger new ideas related to[topic]?” 10.Questioning Prompt:"Generate questions about[topic],like who,what,when,where,why,how?Turn the questions into ideas.” 11.Rolestorming Prompt:"Take on the perspective of a[user,customer,employee]and ideate about[topic]from their point of view.