Techniques and approaches for monitoring large language models on AWS
AWS Machine Learning - AI
FEBRUARY 26, 2024
In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. Alarms can notify the development team of unexpected metric values.
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