Translations:FACTS About Building Retrieval Augmented Generation-based Chatbots/50/zh: Difference between revisions

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    Testing generative AI solutions can be a lengthy process due to the need for human response validation. LLMs are increasingly being employed using ‘LLM-as-a-judge’ approach. However, it is advisable to use caution when using LLMs as human proxy, as using LLMs as judges can lead to self-fulfilling prophecy type of scenarios reinforcing their inherent biases in evaluations as well.

    由于需要人工响应验证,测试生成式人工智能解决方案可能是一个漫长的过程。越来越多地使用“LLM-as-a-judge”方法来应用大型语言模型。然而,建议在将大型语言模型作为人类代理时要谨慎,因为将大型语言模型作为评判者可能导致自我实现预言类型的情景,从而在评估中强化其固有的偏见。