Eight requests. One pool.

A 512 MB KV pool, eight simultaneous requests, each holding a 180–220 token conversation. Half-precision KV costs 0.5 MB per token — do the arithmetic before the queue does it for you. Quantization is a serving decision, not just a model decision.