Multi-tenant LoRA serving · In development

One base model. Every tenant's adapter.

Many tenants share one base model and a small pool of GPUs, each with its own LoRA adapter. LoRAplex tries to send every request to a replica that already holds its adapter, then measures when that beats plain round-robin, and when it does not. The full write-up is on the way.

vLLM · FastAPI · EKS · Terraform

A grid of grey cubes, the frozen base matrix W, glowing amber where the adapter matrices B and A along two edges change it.

W + B · A

Tenant 01 / 08 · rank 4 · W frozen