Training foundation models · Question 11 of 12

A pharmaceutical company has 2 million unlabelled specialist articles and 3,000 reviewed question-answer pairs. The model should understand the specialist language and answer questions in the company format. Which sequence makes sense?

1 answer is correct. Hard

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Answer

  • A First continued pre-training with the articles, then fine-tuning with the pairs

Explanation

Unlabelled domain texts are suited to continued pre-training, which conveys the specialist language. The labelled pairs are then used for fine-tuning on format and task. New pre-training with only 3,000 examples would be completely insufficient.

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