June 2024
Beginner to advanced
2h 47m
English
conference
AI Superstream: Building with Open Source Generative AI Models and Frameworks
by Susan Shu Chang, James Spiteri, Denys Linkov, Avin Regmi, Mandy Gu, Nicole Königstein, Leandro von Werra
Closed Captioning available in German, English, Spanish, French, Italian, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)
Overview
The landscape of open source technologies for building AI applications has expanded rapidly since the advent of LLMs and other frontier AI models. But there are ongoing discussions about what constitutes open source AI, and current technologies come with a range of limitations and benefits. Proprietary models may be optimal in some cases, but concerns about cost, privacy, and security for production-grade applications may require a closer look at open source options.
Join us to explore the features and capabilities of the latest open source AI models, frameworks, and platforms, from Mistral and LangChain to Hugging Face. You'll learn how to leverage these and other open source AI tools to build more robust and cost-effective AI applications, right from the industry experts already putting them to work in the field.
What you’ll learn and how you can apply it
- Understand the benefits of open source AI tools versus proprietary tools and models
- Learn the potential limitations of open source AI technologies and how to navigate them
This live course is for you because…
- You’re an AI practitioner who’s building applications with the latest generative AI technologies.
- You’re leading teams who are building generative AI applications.
- You’re curious about the latest debates and current state of open source AI technologies.
Recommended follow-up:
- Read Use Open Source for Safer AI Experiments (article)
- Read Prompt Engineering for Generative AI (early release book)
- Read Prompt Engineering for LLMs (early release book)
- Watch What’s New in AI: Open Source Large Language Models with Eric Xing (video)
- Watch AI Catalyst Conference: Building Commercially Successful LLM Applications (on-demand course)
Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.