Step into the world of AI-powered alchemy with GPT Prompt Engineer, where prompt engineering transcends into a realm of precision and efficiency like never before. Tasked with the intricate dance of blending creativity and data-driven prowess, this tool is designed to transform your prompt experimentation into a masterful symphony of success.
Key Features:
- Prompt Generation: Unleash the capabilities of GPT-4 and GPT-3.5-Turbo to generate a tapestry of prompts, each tailored to your use-case and test cases.
- Prompt Testing: Witness enchantment as the system pits each generated prompt against the test cases, meticulously evaluating their performance.
- ELO Rating System: Behold the alchemical transformation of prompts’ ELO ratings as they engage in a dance of responses, showcasing their effectiveness.
- Classification Version: For classification tasks, the notebook evaluates test case correctness and presents a comprehensive score table for each prompt.
- Weights & Biases Logging: Embrace the option to log your configurations to Weights & Biases, capturing temperature, max tokens, prompts, test cases, and ELO ratings.
In the heart of GPT Prompt Engineer lies a fusion of cutting-edge AI and insightful evaluation mechanisms. The generated prompts, like the philosopher’s stone, undertake a journey of transformation and emerge as refined gems, ready to serve as your guiding lights in the realm of tasks and challenges.
Use Cases:
- Optimal Prompt Design: Find the perfect prompts that drive optimal performance in your tasks.
- Efficient Experimentation: Minimize trial and error by letting GPT Prompt Engineer do the heavy lifting.
- Data-Driven Decision Making: Harness data-driven ELO ratings to make informed decisions about prompt selection.
- Classification Excellence: Elevate your classification tasks with systematic evaluation and scoring.
Unveil the art of prompt engineering like never before with GPT Prompt Engineer. Let AI-powered alchemy be your guide as you craft prompts that lead to exceptional performance, all while weaving a tapestry of elegance and precision.
