Open Source AI with Hugging Face - Dallas AI meetup (05/2024)
Join us for the Dallas AI Meetup held in Austin, Texas, on May 29, 2024 (https://dallas-ai.org).
Learn how Hugging Face is changing the ML landscape, get practical insights on working with large language models, and dive into the details of Retrieval-Augmented Generation (RAG). Watch a demo on building a chatbot for the energy sector, and hear lessons learned from over 200 customer meetings about deploying LLMs in real-world settings. Discover how to choose the best models using Hugging Face leaderboards and see the latest trends in ML engineering.
00:00 Introduction
02:15 Hugging Face
10:10 Working with Large Language Models
25:30 Double-clicking on Retrieval-Augmented Generation (RAG)
31:10 RAG demo - building a chatbot for the energy domain
44:20 LLMs from the trenches: lessons from 200+ customer meetings
1:03:15 Picking models with the Hugging Face leaderboards
1:08:55 ML engineering is on fire
#LargeLanguageModels #HuggingFace #MachineLearning #DeepLearning #AI #opensource
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Notebook: https://gitlab.com/juliensimon/huggin...