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This is the best public resource on scaling hardware for AI, and its free.
"How to Scale Your Model" is the bible from Google DeepMind that covers the math, systems and scaling laws for LLM training and inference workloads.
Approachable yet thorough. Absolute Must-read.

Full book:
67,44K
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