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Machine Learning Operations Engineer Associate

Topic 2

Question 6

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You are fine-tuning a base language model to analyze customer feedback. You label examples of support tickets. You must improve classification accuracy by configuring and fine-tuning the base model in Microsoft Foundry. You need to configure and run fine-tuning. What should you do first?

  • AUse prompt flow to generate multiple prompt templates for evaluation.
  • BDeploy the base model to an online endpoint before starting fine-tuning.
  • CEnable tracing for all inference calls in the evaluation pipeline.
  • DFormat the dataset as a JSONL file with prompt-completion pairs and upload the file.