December 8, 2023

Building LLM applications responsibly, safely and ready for production

How will large language models (LLMs) change machine learning workflows? And how can data scientists make sure to deploy LLMs responsibly?

Generative AI applications have been extensively implemented everywhere across many industries, but there is a lot more that developers must do to build LLMs models responsibly, and it’s difficult for developers to do this work from scratch and create safe and trustworthy applications.

In this session, we will explore emerging guidance to build production-ready LLMs and mitigate risks presented by LLMs, and how data scientists can use tools to implement best practices or any pre-built and customizable models from the open-source ecosystem.

Speaker:

Francesca Lazzeri, Principal Data Scientist Manager | Cloud + AI, Microsoft