What Is gpt-prompt-engineer?
gpt-prompt-engineer is an AI tool that takes prompt engineering to a new level, helping users find the most effective prompts for their tasks. By inputting a task description and test cases, the tool generates, tests, and ranks multiple prompts using GPT-4 and GPT-3.5-Turbo.
Key features of gpt-prompt-engineer include prompt generation and prompt testing. It generates a variety of prompts based on the provided use-case and test cases. The system then tests each prompt against the test cases, comparing their performance and ranking them using an ELO rating system.
The ELO rating system assigns each prompt an initial rating of 1200, which changes based on their performance against other prompts in generating responses to the test cases. This enables users to easily identify the most effective prompts.
gpt-prompt-engineer also offers the option to log configurations such as temperature and max tokens to Weights & Biases. This allows users to track and analyze the system and user prompts, test cases used, and the final ranked ELO rating for each candidate prompt.
With gpt-prompt-engineer, users can leverage advanced AI capabilities to optimize prompt engineering and enhance the performance of their AI models. By automating the prompt generation and testing process, the tool simplifies experimentation and enables users to find the most effective prompts for their specific tasks.
