In the world of artificial intelligence, prompt engineering is a highly valuable skill for creating AI-powered solutions. It involves crafting effective prompts to extract value from large language models like GPT-3. The OpenAI Playground is a great tool to help you develop optimal prompts for any task.
CREDIT TO:Liam Ottley
OpenAI has productized and sold chat TPT, an application built on the GPT-3 model with reinforcement and fine-tuning learning. However, the only models accessible through APIs are natural state base models, which means it’s necessary to engineer prompts for them through the playground.
To maximize model outputs, there are two settings you can adjust: temperature and max length. The temperature setting determines the randomness of the output, while the max length setting determines the length of the response and prompt rating.
When it comes to AI prompt engineering, setting modes like friendly or helpful can assist the AI’s understanding of the question. Zero-shot prompting uses AI as an autocomplete engine, while one-shot has structured information.
Few-shot prompting is done by giving multiple examples of the desired AI response. The examples determine the tone, length, and structure of the AI response. This method can generate precise AI responses.
Chain of Thought prompting is another technique that improves results in language models. It encourages large language models to explain reasoning, resulting in better accuracy. Using the magic phrase “Let’s think step by step” can greatly improve results in complex tasks.
Prompt engineering is a highly lucrative skill that you can use to sell your services or create a teaching business. While prompt engineering will be extremely valuable for the next 1-2 years, it will soon be replaced by AI writing prompts. Therefore, it’s important to act fast and take advantage of this opportunity while it lasts. You can sell your prompt engineering services to companies around the world, create a teaching business around prompt engineering, or build businesses around a well-written prompt to make money.
Using prompts and user input can help you create basic AI tools for your business. Prompt engineering is a low entry-barrier method to make use of artificial intelligence. With just a few prompts and some user input, you can create AI-based tools in half an hour.
In conclusion, prompt engineering is a crucial skill for anyone interested in AI-powered solutions. With the help of the OpenAI Playground and the techniques mentioned above, you can create effective prompts that extract maximum value from language models like GPT-3.
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