You can size a serving fleet on a napkin, and you will be asked to
The chain from a product requirement to a replica count runs in six steps and needs no benchmark: users to offered tokens, tokens to per-replica throughput, memory to concurrency, then the binding constraint, headroom and the assumptions that would change the answer.
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