The Evaluation Playbook: Making LLMs Production-Ready 🧪📈

A comprehensive exploration of real-world lessons in LLM evaluation and quality assurance, examining how industry leaders tackle the challenges of assessing language models in production.

Through diverse case studies, we cover the transition from traditional ML evaluation, establishing clear metrics, combining automated and human evaluation strategies, and implementing continuous improvement cycles to ensure reliable LLM applications at scale.

Please read the full blog post here and the associated LLMOps database entries here.