PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts

A diagram illustrating the joint optimization process of instructions and in-context examples in PromptWizard. The figure demonstrates how the framework iteratively refines both components, integrating feedback to enhance the overall prompt effectiveness and adaptability across tasks.

The challenge of effective prompting

AI is reshaping industries—from education to healthcare—thanks to advancements in large language models (LLMs). These models rely on prompts, carefully crafted inputs that guide them to produce relevant and meaningful outputs. While the impact of prompts is profound, creating prompts that can help with complex tasks is a time-intensive and expertise-heavy

 

 

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