Cognite：2024年工业智能体大语言模型（LLM）与小语言模型（SLM）基准报告（英文版）

Language models often generate plausible butincorrect responses,highlighting a keychallengein developing trustworthyAl solutions forindustry!This makes rigorous evaluation essential toensurereliability, accuracy, and effectiveness.Without proper evaluation, it's impossible toknow if your language model driven solution-whether based on prompt engineering,RetrievalAugmented Generation (RAG), GraphRAG (ContextAugmented Generation with in Cognite Atlas Al™).or fine -tuning-truly works,orhow t