AWS Partner Network (APN) Blog

Tag: WhyLabs

Understanding and Monitoring Embeddings in Amazon SageMaker with WhyLabs AI Observatory Platform

With the rise of large language models, natural language processing, and generative AI models, embeddings are becoming a critical piece of data in more machine learning use cases. In this post, explore different ways embeddings are used in machine learning and where problems can show up that impact your ML models, and how you can use WhyLabs to identify those problems and create monitors to avoid them showing up again in the future.