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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Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.

A marriage of formal methods and LLMs seeks to harness the strengths of both.

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