Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

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Abstract: To bring complex systems into real world environments in a safe manner, they will have to be robust to uncertainties-both in the environment and the system. This letter investigates the ...

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Getting input from users is one of the first skills every Python programmer learns. Whether you’re building a console app, validating numeric data, or collecting values in a GUI, Python’s input() ...

Functions are the building blocks of Python programming. They let you organize your code, reduce repetition, and make your programs more readable and reusable. Whether you’re writing small scripts or ...