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What is prompt optimization?
May 22, 2024, 4:02 p.m. |
Simon Willison's Weblog simonwillison.net
Delightfully clear explanation of a simple automated prompt optimization strategy from Jason Liu. Gather a selection of examples and build an evaluation function to return a numeric score (the hard bit). Then try different shuffled subsets of those examples in your prompt and look for the example collection that provides the highest averaged score.
Via @jxnlco
ai automated build clear collection evaluation example examples function gather generativeai jason llms look optimization optimization strategy prompt promptengineering simple strategy subsets
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