Llmops, Llm Evaluation, Llm, Large Language Models, Generative Ai Tools.
The foundation rests on establishing a robust benchmark. This starts with creating a golden dataset that accurately reflects the scenarios the LLM will encounter. This dataset should include ground truth labels — often derived from meticulous human review — to serve as a standard for comparison.