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ML model hosting platform — run open-source models via API with auto-scaling and pay-per-use pricing.
AI creates the full system diagram from this spec — interactive, explorable, exportable.
| Category | Requirement | Target |
|---|---|---|
| Performance | Cold start | < 10s for first prediction (GPU warm-up) |
| Scalability | GPU scaling | Auto-scale from 0 to 100+ GPUs per model |
| Availability | API | 99.9% for predictions |
| Security | Model isolation | Container-level isolation per prediction |
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