Together Talks | Ep 2: Chip Huyen on GPUs & ML Systems Design

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Welcome to Together Talks – a series of conversations with researchers and industry leaders on generative AI, brought to you by Together AI.

We’re excited to announce the release of our second episode, featuring a conversation between our Chief Scientist, Tri Dao, and best-selling author and VP of AI & Open Source at Voltron Data, Chip Huyen. Tune in as they dive deep into the world of GPUs and Machine Learning Systems Design!

Learn more at together.ai and follow us on X @togethercompute. Stay tuned for more Together Talks episodes!

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Chapters

0:00 Introduction: Background & Teaching
7:58 Designing Machine Learning Systems
13:18 Founding Companies [Claypot, Voltron]
18:37 Abstractions & Data Processing
21:54 New & Classic AI Techniques
33:19 Chip's New Book
39:46 Looking Into The Future