Introduction to machine learning · Question 50 of 60
A company wants an LLM to answer questions about internal manuals without changing the model itself. What is recommended, and what must be considered?
2 answers are correct. Hard
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Answer
- C RAG, in which relevant sections of the manuals are incorporated into an enhanced prompt
- D Biases and vulnerabilities of the pretrained model remain and must be tested
Explanation
With RAG, task-specific data sources are made searchable, relevant documents are found and incorporated into an enhanced prompt. The pretrained model is not changed, whereas fine-tuning does change it. Biases and vulnerabilities of the pretrained model typically carry over, so testing is necessary.