1 | No need to be polite with LLM so there is no need to add phrases like “please”, “if you don’t mind”, “thank you”, “I would like to”, etc., and get straight to the point. | 不需要对 LLM 使用礼貌用语,因此无需添加诸如“请”、“如果您不介意”、“谢谢”、“我想”之类的短语,直接开门见山即可。 |
2 | Break down complex tasks into a sequence of simpler prompts in an interactive conversation. | 在交互式对话中,将复杂的任务分解成一系列简单的提示。 |
3 | Integrate the intended audience in the prompt, e.g., the audience is an expert in the field. | 在提示中整合目标受众,例如,受众是该领域的专家。 |
4 | Employ affirmative directives such as “do”, while steering clear of negative language like “don’t”. | 使用肯定的指示词,例如“做”,同时避免使用否定语言,例如“不要”。 |
5 | When you need clarity or a deeper understanding of a topic, idea, or any piece of information, utilize the following prompts: o Explain [insert specific topic] in simple terms. o Explain to me like I’m 11 years old. o Explain to me as if I’m a beginner in [field]. o Write the [essay/text/paragraph] using simple English like you’re explaining something to a 5-year-old. | 当您需要清晰或更深入地理解某个主题、想法或任何信息时,请使用以下提示: o 用简单的术语解释 [插入特定主题]。 o 像给我 11 岁的孩子解释一样解释给我听。 o 像给我这个领域的初学者解释一样解释给我听。 o 使用简单的英语写 [文章/文本/段落],就像你在向一个 5 岁的孩子解释一样。 |
6 | Add “I’m going to tip $xxx for a better solution!” | 添加“如果能得到更好的解决方案,我将支付 xxx 美元的小费!” |
7 | Implement example-driven prompting (Use few-shot prompting). | 实施示例驱动的提示(使用少量样本提示)。 |
8 | When formatting your prompt, start with ###Instruction###, followed by either ###Example### or ###Question### if relevant. Subsequently, present your content. Use one or more line breaks to separate instructions, examples, questions, context, and input data. | 在格式化提示时,以 ###Instruction### 开头,然后根据需要后跟 ###Example### 或 ###Question###。随后,呈现您的内容。使用一个或多个换行符来分隔指令、示例、问题、上下文和输入数据。 |
9 | Incorporate the following phrases: “Your task is” and “You MUST”. | 合并以下短语:“您的任务是”和“您必须”。 |
10 | Incorporate the following phrases: “You will be penalized”. | 合并以下短语:“您将受到惩罚”。 |
11 | Use the phrase “Answer a question given in a natural, human-like manner” in your prompts. | 在您的提示中使用短语“以自然、类似人类的方式回答问题”。 |
12 | Use leading words like writing “think step by step”. | 使用引导词,例如写“逐步思考”。 |
13 | Add to your prompt the following phrase “Ensure that your answer is unbiased and does not rely on stereotypes”. | 在您的提示中添加以下短语“确保您的答案没有偏见,并且不依赖于刻板印象”。 |
14 | Allow the model to elicit precise details and requirements from you by asking you questions until he has enough information to provide the needed output (for example, “From now on, I would like you to ask me questions to…”). | 允许模型通过向您提出问题来获取精确的细节和要求,直到它有足够的信息来提供所需的输出(例如,“从现在开始,我希望您问我问题以……”)。 |
15 | To inquire about a specific topic or idea or any information and you want to test your understanding, you can use the following phrase: “Teach me the [Any theorem/topic/rule name] and include a test at the end, but don’t give me the answers and then tell me if I got the answer right when I respond”. | 要询问特定主题或想法或任何信息,并且您想测试您的理解,可以使用以下短语:“教我 [任何定理/主题/规则名称] 并在最后包含测试,但不要给出答案,然后告诉我当我回答时是否答对了”。 |
16 | Assign a role to the large language models. | 为大型语言模型分配角色。 |
17 | Use Delimiters. | 使用分隔符。 |
18 | Repeat a specific word or phrase multiple times within a prompt. | 在提示中多次重复特定单词或短语。 |
19 | Combine Chain-of-thought (CoT) with few-Shot prompts. | 将思维链 (CoT) 与少量样本提示相结合。 |
20 | Use output primers, which involve concluding your prompt with the beginning of the desired output. Utilize output primers by ending your prompt with the start of the anticipated response. | 使用输出启动器,这涉及用所需输出的开头结束您的提示。通过以预期响应的开头结束您的提示来利用输出启动器。 |
21 | To write an essay/text/paragraph/article or any type of text that should be detailed: “Write a detailed [essay/text /paragraph] for me on [topic] in detail by adding all the information necessary”. | 要撰写应详细说明的文章/文本/段落/文章或任何类型的文本:“详细地为我撰写关于 [主题] 的详细 [文章/文本/段落],添加所有必要的信息”。 |
22 | To correct/change specific text without changing its style: “Try to revise every paragraph sent by users. You should only improve the user’s grammar and vocabulary and make sure it sounds natural. You should not change the writing style, such as making a formal paragraph casual”. | 要在不改变其风格的情况下纠正/更改特定文本:“尝试修改用户发送的每个段落。您应该只改进用户的语法和词汇,并确保它听起来自然。您不应该改变写作风格,例如使正式的段落变得随意”。 |
23 | When you have a complex coding prompt that may be in different files: “From now and on whenever you generate code that spans more than one file, generate a [programming language ] script that can be run to automatically create the specified files or make changes to existing files to insert the generated code. [your question]” | 当您有一个可能位于不同文件中的复杂编码提示时:“从现在开始,每当您生成跨越多个文件的代码时,生成一个 [编程语言] 脚本,该脚本可以运行以自动创建指定的文件或对现有文件进行更改以插入生成的代码。 [你的问题]” |
24 | When you want to initiate or continue a text using specific words, phrases, or sentences, utilize the following prompt: o I’m providing you with the beginning [song lyrics/story/paragraph/essay…]: [Insert lyrics/words/sentence]… Finish it based on the words provided. Keep the flow consistent. | 当您想使用特定的单词、短语或句子来开始或继续文本时,请使用以下提示: o 我将为您提供开头 [歌词/故事/段落/文章……]: [插入歌词/单词/句子]……根据提供的单词完成它。保持流程一致。 |
25 | Clearly state the requirements that the model must follow in order to produce content, in the form of the keywords, regulations, hint, or instructions | 清楚地说明模型为了生成内容而必须遵循的要求,以关键词、规定、提示或说明的形式 |
26 | To write any text, such as an essay or paragraph, that is intended to be similar to a provided sample, include the following instructions: o Please use the same language based on the provided paragraph/[title/text/essay/answer]. | 要撰写任何文本(例如文章或段落),使其与提供的示例相似,请包含以下说明: o 请使用与提供的段落/[标题/文本/文章/答案] 相同的语言。 |