Weighing the tradeoffs of on-demand access versus hardware ownership
Situation | Solution |
---|---|
Training long-term foundation models | Buy or long-term rent a dedicated cluster |
Running inference for customers | Rent verified A100s or H200ss with uptime guarantees |
Testing new models and frameworks | Spin up short-term GPU rentals as needed |
Teaching or bootcamp use | Use classroom-friendly rental bundles |