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Counterintuitively, throwing more user prompts at prompt optimization can backfire, especially on diverse datasets, but a clever filtering strategy can unlock surprisingly strong generalization from just a handful of examples.
Forget fancy architectures: simply switching from Adam to SGD can boost Vision Transformer performance by +25 to +38 F1 points in post-tornado damage recognition.
