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Topics/Inference Optimization/Capacity Planning

Capacity Planning

Subtopic4 questions

Questions tagged with Capacity Planning — part of Inference Optimization.

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Estimate the RAM cost of an HNSW index over 100M vectors at 1024 dimensions with M=32, including graph overhead.
Short AnswerHard
At batch 16 and 4k context with FP8 weights, which model still fits on one 80 GB H100?
Multiple ChoiceMedium
PremiumGiven a TPM rate…
Short AnswerMedium
Predict supportable concurrent user count under a 200k TPM rate limit
Predict OutputMedium

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