Capacity cannot be summarized by GPU count alone.
MODEL SERVINGADVANCED LLMOPS
Serving Capacity Model
Serving capacity combines model footprint, token rate, context distribution, batching and concurrency limits.
The platform models peak input tokens/sec and output tokens/sec for each route and pool.
Can expected demand be translated into serving resources and headroom?
REMEMBERSize inference using workload shape.
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