What is it

GPT Prompt Engineer is a tool that uses AI to help you write better prompts for GPT-4 and GPT-3.5-Turbo. It can generate prompts for you, test them against test cases, and give you feedback on their performance. This can help you to find the best prompts for your tasks and to improve your results.

Key features

• Prompt Generation: GPT Prompt Engineer can generate a variety of prompts for you, based on your use case and test cases.
• Prompt Testing: The system tests each generated prompt against your test cases and gives you feedback on its performance.
• ELO Rating System: GPT Prompt Engineer uses an ELO rating system to track the performance of your prompts. This can help you to identify the prompts that are working best.
• Classification Version: For classification tasks, GPT Prompt Engineer evaluates the correctness of your test cases and gives you a comprehensive score table for each prompt.
• Weights & Biases Logging: You can log your configurations to Weights & Biases, which will capture the temperature, max tokens, prompts, test cases, and ELO ratings.

Pros

1. GPT Prompt Engineer can help you to find the best prompts for your tasks.
2. It can save you time by automating the process of prompt generation and testing.
3. The ELO rating system can help you to track the performance of your prompts and identify the ones that are working best.

Cons

1. GPT Prompt Engineer is still in development and may not be perfect.
2. It can be time-consuming to test all of the prompts that GPT Prompt Engineer generates.

Summary

GPT Prompt Engineer is a powerful tool that can help you to improve your results with GPT-4 and GPT-3.5-Turbo. It can generate prompts for you, test them against test cases, and give you feedback on their performance. This can help you to find the best prompts for your tasks and to improve your results.