Forty customers each want a fine-tuned model. You have eight GPUs. How do you serve that?

Compatible LoRA adapters let tenants share resident base weights. Check adapter size, KV-cache demand and traffic before sizing the replica pool.

Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.