as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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list some of the advantages of using a pre-trained language model.
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some of the advantages of using a pre-trained language model include the ability to leverage existing training data which results in faster and more cost effective development, the ability to generate state-of-the-art results for a wide range of tasks, the ability to get more accurate results for rare word types, and the ability to fine-tune models for specific tasks such as speech recognition. pre-trained language models also make it easier to develop applications by acting as a plug-and-play model for your application. additionally, pre-trained models are often more interpretable than models trained from scratch.
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