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: In recent years, Large Language Models (LLMs) have been in the spotlight over very diverse fields of research and development. Powered by the concept of Agents, LLMs have acquired ...

AI coding assistants and agentic workflows represent the future of software development and will continue to evolve at a rapid pace. But while LLMs have become adept at generating functionally correct ...

Abstract: Estimating software development effort holds pivotal significance in the domains of resource allocation, budgeting, and project planning. Despite this importance, achieving precise ...