Monitoring Large Language Models with Hugging Face + LangKit | Community Webinar
In this tutorial we will use Hugging Face + LangKit to effectively monitor Machine Learning and LLMs like GPT from OpenAI. This session will equip you with the knowledge and skills to use LangKit with Hugging Face models. Guided by a team of experienced AI practitioners, you’ll learn how to evaluate, troubleshoot, and monitor large language models more effectively.
Tools like WhyLabs and Hugging Face play a vital role here. WhyLabs has created a powerful new tool, LangKit, to ensure LLM applications are monitored continuously and operated responsibly.
This live session will cover how to:
-Un…
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Chapters (9)
Introduction
3:33
AI Observatory
6:10
Machine Learning monitoring & AI observability
8:00
What are large language models
10:00
Pain points of Large Language Models - Hallucinations, Prompt Engineering, and
12:58
How to solve Large Language Models (LLMs) issues
15:54
Extracted language metrics with LangKit
20:32
Demo
1:11:05
QnA
Playlist
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