The Definitive Guide toAI Data Centers
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observed interruption cadence for one Llama 3 405B training run on 16,384 H100s: 419 unplanned interruptions over 54 days, mean interval ~186 minutes

~186 minobserved

Value kindobserved — Reported measurements, counts, and specifications keep the precision and scope stated by their source; an exact specification is not treated as a range.
ScopeObserved whole-job interruption cadence for the named 54-day run and its event definition. It is not a per-GPU hazard, an equipment AFR, or a scaling law for another fleet size. Apply checkpoint models only with the named project's measured whole-job interruption distribution and checkpoint costs.
As of2024
SourceMeta (The Llama 3 Herd of Models, arXiv 2407.21783)
Reviewchecking…review by 2026-11-08 · standard cadence
Recorded changeslast 2026-07-02 · 2 revisions tracked
Claim idmtti-for-a-405b-run-on-16k-h100-419-interrupts

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