The world of engineering, whether software development, mechanical design or civil engineering, is being changed by the ...

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The large optimization space (tokens) leads to insufficient guidance for a better prompt. In this work, we introduce Local Prompt Optimization (LPO ... LPO converges to the optimal prompt faster than ...

Another area of technical optimization is structured data (a.k.a., schema). Adding this code to your website can help search engines better understand your content and enhance your appearance in ...

Global optimization refers to mathematical optimization over a “non-convex” decision space and business objectives when there are several “locally” optimal solutions. While local optimization solvers ...

Gradient-Free-Optimizers provides a collection of easy to use optimization techniques, whose objective function only requires an arbitrary score that gets maximized. This makes gradient-free methods ...