Lab 08: Monitoring (FSDL 2022) скачать в хорошем качестве

Lab 08: Monitoring (FSDL 2022)

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