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AWS Certified AI Practitioner AIF-C01 Practice Question

A startup wants to fine-tune a foundation model on Amazon Bedrock using one year of customer-support chat logs. To make sure the training data is representative, which initial action should the team take?

  • Compress the raw log files with Gzip before uploading them to Amazon S3.

  • Convert all chat text to lowercase to reduce the vocabulary size before training.

  • Strip stop words and punctuation from the logs to minimize token count.

  • Select a balanced subset that contains interactions from each customer segment, support channel, and issue type.

AWS Certified AI Practitioner AIF-C01
Applications of Foundation Models
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