Dedication
For Kari, who gave me the time this book required and never asked for it back. And for Nora and Maya, the reason any of it matters.
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Volume II: At Scale. Distributed training, fleet operations, and responsible deployment.
The book: Vol I: Foundations · Vol II: At Scale — open access.
Companion resources: TinyTorch (build) · Hardware Kits (deploy) · MLSys·im (model) · Labs (explore) · Lecture Slides (teach) · StaffML (practice) · Newsletter
For Kari, who gave me the time this book required and never asked for it back. And for Nora and Maya, the reason any of it matters.