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KV Cache Memory Calculator: Context, Concurrency and GPUs

A 2026 guide to architecture-aware KV cache sizing: calculate bytes per token, replay prompt/output distributions, reconcile vLLM and TensorRT-LLM capacity, and validate replica count against latency targets.