Sunday, April 21, 2024

I tried explaining the prompt technique used in the ChatGPT that I’m actually using.

📝 The Ultimate Guide to Using Prompts in Chat GPT-4

Are you tired of getting questionable answers from Chat GPT? Do you want to improve the accuracy of your prompts? Look no further! In this article, we will explore the world of prompts and how to use them effectively in Chat GPT-4.

📚 Table of Contents

1. Introduction

2. Understanding Language Models

3. The Importance of Specific Prompts

4. Tips for Creating Effective Prompts

5. Using Multiple Prompts to Improve Quality

6. Creating a New Chat for Better Results

7. Entering Long Sentences

8. The Ultimate Guide to Utilizing Open Source AI Models

9. Conclusion

1. Introduction

Chat GPT-4 is a powerful language model that can generate human-like responses to prompts. However, the quality of the answers can be questionable at times. In this article, we will explore how to use prompts effectively to improve the accuracy of Chat GPT-4.

2. Understanding Language Models

Language models like Chat GPT-4 predict the next token in a sequence of text based on the probability of that token occurring. This means that the model is not trying to generate factual relationships but is simply selecting tokens repeatedly according to the probability of selecting a token, which is determined by the training data.

3. The Importance of Specific Prompts

To get accurate answers from Chat GPT-4, it is important to give specific prompts. The more specific the prompt, the more accurate the answer will be. OpenAI recommends using delimiters to set the persona and specifying the output format that presents examples that embody the steps.

4. Tips for Creating Effective Prompts

When creating prompts, it is important to keep them as specific as possible. Use delimiters to set the persona and specify the output format that presents examples that embody the steps. It is also helpful to include a prompt that asks you to think step by step, as this has been shown to improve accuracy.

5. Using Multiple Prompts to Improve Quality

Another method for improving the quality of prompts is to use multiple prompts to enclose sentences. This can help the language model understand that the text is structured and improve the accuracy of the answer.

6. Creating a New Chat for Better Results

When chatting with Chat GPT-4, it is important to create a new chat for each topic to avoid the influence of previous chat history. This can help improve the accuracy of the answer and make it easier to notice hallucinations.

7. Entering Long Sentences

When entering long sentences, it is important to keep them as short as possible. If you are going to make them long, the second half of the sentence should be more accurate. This is because the recognition system for long sentences is better for the second half of the sentence.

8. The Ultimate Guide to Utilizing Open Source AI Models

If you want to deepen your knowledge of AI, check out our course called “Introduction to Utilizing Open Source AI Models.” We explain how to import and run models released for free from Huggings without using OpenAI’s API. We also explain fine-tuning, how to do fine-tuning using data and models that are publicly available, and more.

9. Conclusion

In conclusion, using prompts effectively can greatly improve the accuracy of Chat GPT-4. Keep your prompts specific, use multiple prompts to enclose sentences, and create a new chat for each topic. By following these tips, you can get accurate answers from Chat GPT-4 and deepen your knowledge of AI.

🎉 Highlights

– Use specific prompts to improve accuracy

– Think step by step to improve accuracy

– Use multiple prompts to enclose sentences

– Create a new chat for each topic

– Keep long sentences as short as possible

❓ FAQ

Q: How do I create effective prompts for Chat GPT-4?

A: Use delimiters to set the persona and specify the output format that presents examples that embody the steps. Include a prompt that asks you to think step by step.

Q: How can I improve the accuracy of Chat GPT-4?

A: Use specific prompts, think step by step, use multiple prompts to enclose sentences, and create a new chat for each topic.

Q: What is the Ultimate Guide to Utilizing Open Source AI Models?

A: It is a course that explains how to import and run models released for free from Huggings without using OpenAI’s API. It also explains fine-tuning, how to do fine-tuning using data and models that are publicly available, and more.

🌐 Resources

– [Introduction to Utilizing Open Source AI Models](https://www.example.com)