A quantized local model file fits in GPU memory. What must capacity planning still includ…

A quantized local model file fits in GPU memory. What must capacity planning still include?

1. KV cache, runtime buffers, context length, concurrent requests, and runner-specific overhead
2. Nothing else; model file size is an exact upper bound on runtime memory
3. Only network bandwidth, because quantization eliminates activation and cache memory