Core concept
Gradient + activation communication dominates. NVLink + InfiniBand + SHARP essential.
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How it works
Anthropic, Meta, Google, OpenAI at this scale. Cloud + hyperscale.
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Trade-offs + gotchas
Foundation model training. Where research meets industrial engineering.