A startup is developing a new, specialized language model for the legal industry. To train their model, they use a very large, general-purpose language model to generate thousands of question-and-answer pairs based on legal documents. Which of the following represents the most significant risk to the new model's reliability when using this data generation strategy?
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
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A startup is developing a new, specialized language model for the legal industry. To train their model, they use a very large, general-purpose language model to generate thousands of question-and-answer pairs based on legal documents. Which of the following represents the most significant risk to the new model's reliability when using this data generation strategy?
Troubleshooting a Synthetically-Trained Chatbot
A development team wants to create a new, specialized language model. They plan to use a larger, more powerful existing model to generate the training data. Arrange the following steps into the correct logical sequence for this process.