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A data scientist is creating a training example for a question-answering model based on the factual statement: 'The Eiffel Tower, located in Paris, France, was completed in 1889.' Which of the following question-answer pairs represents the most effective and direct format for training the model?
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Ch.3 Prompting - Foundations of Large Language Models
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Related
A machine learning engineer is preparing a dataset to fine-tune a language model for a question-answering task. Review the following data samples. What is the most critical structural issue in this dataset that would likely lead to the model learning unhelpful or incorrect patterns?
- Q: "What is the capital of France?" A: "The capital is Paris."
- Q: "Who wrote Hamlet?" A: "The author is Shakespeare."
- Q: "What is the boiling point of water?" A: "The temperature is 100°C."
- Q: "When did the first moon landing occur?" A: "The date is 1969."
Formulating a Training Answer
A data scientist is creating a training example for a question-answering model based on the factual statement: 'The Eiffel Tower, located in Paris, France, was completed in 1889.' Which of the following question-answer pairs represents the most effective and direct format for training the model?