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How Do Large Language Models Acquire Factual Knowledge During Pretraining?Hoyeon Chang1Jinho Park1Seonghyeon Ye1DuSeong Chang3Sohee Yang2Youngkyung Seo3Minjoon Seo1 1KAIST retapurayo, binlepain178, seonghyeon.ye, minjoon@kaist.ac.kr 2 UCL sohee.yang.22@ucl.ac.uk3 KT yg.seo, dschang@kt.comAbstract Despite the recent observation that large language models (LLMs) can store substantial factual knowledge, there is a limited understanding of the mechanisms of how they acquire factual knowledge...
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Identify the purpose of using a large language model.
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Large language models (LLMs) are a type of artificial intelligence that use deep learning techniques to understand and generate human-like text based on the input they receive.
Filling out forms or documents related to large language models generally involves providing details on the model's architecture, training data, usage guidelines, and compliance with relevant regulations.
The purpose of large language models is to facilitate understanding and generation of human language, enabling applications in natural language processing, text completion, translation, and conversational agents.
Information that may need to be reported includes the model's specifications, performance metrics, training methodologies, data source descriptions, and any ethical considerations associated with its use.
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