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Democratizing AI // Yujian Tang // MLOps Podcast #163
MLOps.community
Challenges in evaluating large language models and the importance of vector stores
It is difficult to judge the quality of a large language model due to the lack of quantitative metrics./nThe evaluation of language models relies mainly on qualitative assessment./nThe development of small language models is expected to increase./nHaving a factor database and the LM stack is essential for future language model development./nThe use of vector stores enhances the functionality of language models./nUnderstanding the functioning of a vector store is important when using it in practice.
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