Tag: evaluation
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LLM Evaluation Framework: Beyond the Vibe Check
Building an LLM application that passes the initial “vibe check” is just the beginning. The real challenge lies in making it production-ready, reliable, and systematically defensible against edge cases. This guide explores the fundamental principles and lifecycle approach to evaluating LLMs, drawing from cutting-edge research in ML reliability. Why Evaluating LLMs Matters More Than You…
Josh Pitzalis 