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

Its use results in faster development, cleaner testbenches, and a modern software-oriented approach to validating FPGA and ASIC designs without replacing your existing simulator.

There's a lot you can automate.

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