Lightning Interview "Troubleshooting Large Language Models"

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Topic: "Troubleshooting Large Language Models"

Speaker: Amber Roberts, ML Growth Lead at Arize AI

In Arize AI Amber leans on her years of experience building models as a data scientist and machine learning engineer. Before Arize, Amber was a Product Manager of AI/ML at Splunk and Head of Artificial Intelligence at Insight Data Science. A former astrophysicist and Carnegie Fellow, Amber has an MS in Astrophysics from the Universidad de Chile.

Abstract:
Join Amber Roberts and Sheamus McGovern for a wide-ranging discussion on the challenges and possible solutions for troubleshooting unstructured data, in their upcoming interview, Troubleshooting Large Language Models.

Examine recent research on ways to measure vector/embedding drift for image and language models, and the insights gained from testing different approaches.

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