New course announcement ✨

We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.

https://www.scale.bythebay.io/llm-wor...

Hope to see some of you there!

--------------------------------------------------------------------------------------------- In this video, we cover the eighth and last lab in the course, on adding monitoring to an ML-powered application and debugging models based on user feedback with Gantry.

Try out the lab on Colab here:
https://fsdl.me/lab08-colab

Find all the labs on GitHub here:
https://github.com/full-stack-deep-le...

Subscribe to our channel or sign up at https://fullstackdeeplearning.com/cou... to follow along with the 2022 course!

00:00 Basic user feedback with gradio
04:51 Logging feedback to Gantry
08:34 Checking for model toxicity with Gantry projections
14:23 Detecting model bugs in the Gantry UI with distributions and filters
19:01 Discovering surprising user data in the Gantry UI
29:53 Outro