Overfitting is challenging but is less detrimental when solutions (natural language instructions) overfit similarly. Higher training accuracy can lead to better validation accuracy.
The design of meta-prompts in prompt optimization is crucial. Good meta-prompts can enhance optimization tasks by strategically guiding language models to better performance.
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