#multi-tenant

One GPU can serve many customers without sharing data. Isolation at the request level, not the hardware level. The economics work when you get it right.

S-LoRA enables switching adapters in ~10ms without reloading the base model. One deployment serves hundreds of customizations.

Premium users expect faster responses. Batch jobs can wait. Here's how to implement priority queues that don't starve anyone.

A 10,000-token request takes 20 seconds. Behind it, a hundred 50-token requests wait. Is that fair? What even is fair in LLM serving?