PROMPT DESIGN: FOUR EFFECTIVE WAY OF WRITING GPT-3 OR GPT-4 PROMPT
GPT can share bad jokes and unintentionally amusing poems about your life, but it can also be a valuable tool for improving your job performance. However, to fully benefit from GPT, you also need to contribute to its performance enhancement.
Essentially, OpenAI’s GPT-3 and GPT-4 are text prediction models that rely on prompts as input. To achieve optimal results, it’s crucial to provide a well-defined prompt with sufficient context. Drawing from my experience experimenting with GPT for countless hours, here are my recommendations for designing an effective prompt for GPT-3 or GPT-4.
Test your prompt
It’s unlikely that the first time you input your AI prompt, you’ll get the exact output you want. You need to write, test, refine, and repeat until you consistently achieve the desired outcome. I suggest trying out your prompt in the OpenAI playground to see how it performs.
GPT-3 and GPT-4 are different from ChatGPT. ChatGPT is a conversational bot you interact with on Friday nights. It has more built-in instructions from OpenAI, whereas GPT-3 and GPT-4 are more raw AI that takes explicitly more commands from users. The tips provided here are for GPT-3 and GPT-4, but they can also be applied to your ChatGPT prompts.
During testing, you will come across various variables like maximum length, temperature, stop sequences, model, and more. It can be overwhelming, so I recommend starting with the first two variables listed above to get familiar with the process.
- Temperature allows you to control the creativity of the AI on a scale of 0 to 1. A lower score makes the bot create less creative and repetitive responses, while a higher score increases flexibility and generates different responses for the same prompt. The default setting is 0.7 and it is generally suitable for most use cases.
- Maximum length is a parameter that determines the length of the combined prompt and response. If you notice the AI stopping its response abruptly, it’s likely because you have reached the maximum length. In that case, you can increase it slightly and test again.
Things To Consider Before Divorce
Make no mistake: Divorce is heartbreaking. It is a kind of death—the death of a dream, a marriage, your plans. The picture you had of your life suddenly ends up in ashes. And to make matters worse, you’re left to clean up a legal, emotional, spiritual, and financial mess.
If you’re there now, hear me when I say I’m so sorry. This sucks. But you will survive. If you commit to small, daily changes—little wins—and connect with others in vulnerable relationships, you will come out stronger. I’ve put together this divorce checklist to help you care for yourself, your finances, and your future.
Let’s be clear: I hate that I had to write this article. I rarely, if ever, encourage divorce. In almost every situation, I want people to save their marriage—to put in the hard work and rebuild a stronger, more beautiful, lasting union.
But if you’re facing the difficult reality of divorce, this checklist will walk you through the steps of preparing for divorce. So, grab a copy of yours, and let’s get started.
GPT Prompt Guide: Four (4) tips for designing the best GPT-3 or GPT-4 prompt
The bot can only assist you when you give it the right prompt. In other words, you need to assist the bot so that it can assist you. By following the steps mentioned below and continually improving your prompt, you should be able to achieve the desired output.
1. Offer context
Similar to humans, Artificial Intelligence (AI) performs better when given context. Consider precisely what you desire the AI to create, and offer a prompt that is customized specifically for that purpose.
Here are some illustrations of how you can enhance a prompt by incorporating additional context
Basic prompt: “What are the benefits of exercise?”
Better prompt: “Write a persuasive blog post highlighting the physical, mental, and emotional benefits of regular exercise for middle-aged adults with sedentary lifestyles.”
To make the bot more useful, include the content type (e.g. “blog”) and provide specific details about what should be covered in the blog post.
Here’s another instance, but this time with varying types of specifics.
Basic prompt: “Tell me about technology”
Better prompt: “Write a comprehensive overview of the history, current state, and potential future developments of artificial intelligence technology, including its applications, ethical considerations, and impact on society.”
In the improved prompt, we specify a particular role for the AI, such as “dog trainer,” and provide contextual details about the history, applications, ethical considerations, and more about technology. We also mention the desired content type, like “overview,” similar to the previous example.
The AI can adjust its writing style, so it’s important to include relevant context about it if it’s important for your intended use.
Basic prompt: “Write a short poem about falling in love.”
Better prompt: “Write a short poem in the style of Williams Shakespeare about leaves falling in love.”
This can be redesigned for various business purposes, such as “composing a polite yet approachable email” or “creating a formal executive summary.”
Things To Consider Before Divorce
Make no mistake: Divorce is heartbreaking. It is a kind of death—the death of a dream, a marriage, your plans. The picture you had of your life suddenly ends up in ashes. And to make matters worse, you’re left to clean up a legal, emotional, spiritual, and financial mess.
If you’re there now, hear me when I say I’m so sorry. This sucks. But you will survive. If you commit to small, daily changes—little wins—and connect with others in vulnerable relationships, you will come out stronger. I’ve put together this divorce checklist to help you care for yourself, your finances, and your future.
Let’s be clear: I hate that I had to write this article. I rarely, if ever, encourage divorce. In almost every situation, I want people to save their marriage—to put in the hard work and rebuild a stronger, more beautiful, lasting union.
But if you’re facing the difficult reality of divorce, this checklist will walk you through the steps of preparing for divorce. So, grab a copy of yours, and let’s get started.
2. Include helpful information upfront
Imagine you need to create an introduction for yourself as a speaker, but the AI doesn’t know about you. However, you can provide the necessary information by pasting your resume or LinkedIn profile at the beginning of your prompt, so the AI can refer to it directly.
John’s resume: [paste full resume or LinkedIn profile here]
With the given information above, write a clever speaker bio about John.
Another way people often use AI is to condense an article into a shorter summary. To accomplish this using OpenAI’s GPT-3, follow the steps below.
[Paste the entire text of the article here]
Summarize the content of the article above with 7 bullet points.
Keep in mind that GPT-3 and GPT-4 can only access published materials that were available before 2021, and they cannot connect to the internet. This implies that the AI may not be informed about recent events, and you cannot provide it with a URL to read from. Although it may seem to work sometimes, the AI is only using the text from the URL itself and its memory of the typical content found on that website to generate a response.
3. Give examples
Offering examples in the prompt can assist the AI in comprehending the type of response you are seeking, and it provides it with even more context.
For instance, suppose you want the AI to respond to a question from a user in a chat-based format. In that case, you could include a past conversation between the user and the agent as an example. To indicate where you want the AI to begin typing, end your prompt with “Agent:”. You can accomplish this using a structure like this:
You are acting as a knowledgeable baker and responding to inquiries from users in the role of an agent.
Here is a sample conversation:
User: Hi, can you assist me with something?
Agent: Of course! What can I assist you with?
User: I want to bake a cake but don’t know the correct temperature to set the oven to.
Agent: Typically, the oven should be preheated to 350°F (177°C) for most cake recipes.
Ongoing conversation:
User: [Insert the question from the user]
Agent:
Examples can also be beneficial for math, coding, parsing, and any other fields where details are essential. If you plan on utilizing OpenAI to arrange a specific set of data, providing an example is critical. Here is an example:
Example:
Input: 2021-08-01T15:30:00Z
Add 4 days to the input above and transform the following time stamp into MMM/DD/YYYY HH:MM:SS format
Output: Aug/05/2021 15:30:00
Input: 2021-07-12T12:18:03.934Z
Output:
4. Tell it the length of the response you want
When formulating prompts for GPT, it is useful to specify the desired length of the response. It will prevent you from receiving an excessively long or short reply. It may be helpful to provide a range of acceptable lengths.
As an illustration, if you require a 500-word answer, you could present the prompt in the following manner: “Compose a summary of this article in 500-750 words.” This allows the AI to generate a response that falls within the given range. You may also employ vague phrases such as “brief” or “lengthy.”
Basic prompt: “Quickly summarize this blog post.”
Better prompt: “Write a 700-word summary of this blog post.”
Things To Consider Before Divorce
Make no mistake: Divorce is heartbreaking. It is a kind of death—the death of a dream, a marriage, your plans. The picture you had of your life suddenly ends up in ashes. And to make matters worse, you’re left to clean up a legal, emotional, spiritual, and financial mess.
If you’re there now, hear me when I say I’m so sorry. This sucks. But you will survive. If you commit to small, daily changes—little wins—and connect with others in vulnerable relationships, you will come out stronger. I’ve put together this divorce checklist to help you care for yourself, your finances, and your future.
Let’s be clear: I hate that I had to write this article. I rarely, if ever, encourage divorce. In almost every situation, I want people to save their marriage—to put in the hard work and rebuild a stronger, more beautiful, lasting union.
But if you’re facing the difficult reality of divorce, this checklist will walk you through the steps of preparing for divorce. So, grab a copy of yours, and let’s get started.
Conclusion
There are many other ways to design a prompt while using ChatGPT OpenAI. You can also define the expected formats to get exactly what you want. You can also use a handy phrase to get your desired result.
Prompt design is vast and needs a lot of practice to communicate with the machine properly. So that while using it in any field of industry, you will be able to give what you want.
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