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| Metric | Kata Containers | ExLlamaV2 | KoboldCpp |
|---|---|---|---|
| Score | C+63 | D47 | F38 |
| Type | MicroVM | ||
| Execution | aot | aot | hybrid |
| Interface | platform | sdk | gui |
| Cold Start | 150ms | 1000ms | 1500ms |
| Memory | 100MB | 300MB | 400MB |
| Startup | 50ms | 200ms | 300ms |
| Isolation | microvm | process | process |
| Maturity | stable | stable | stable |
| Languages | Any | Python, C++, CUDA | C++, Python |
| License | Apache-2.0 | MIT | AGPL-3.0 |
| Links |