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| Metric | Python (CPython) | containerd | Vulkan | ExLlamaV2 |
|---|---|---|---|---|
| Score | B71 | B-66 | C+64 | D47 |
| Type | Language | Container | ||
| Execution | interpreted | hybrid | aot | aot |
| Interface | cli | platform | sdk | sdk |
| Cold Start | 50ms | 100ms | 100ms | 1000ms |
| Memory | 15MB | 20MB | 200MB | 300MB |
| Startup | 10ms | 20ms | 30ms | 200ms |
| Isolation | process | container | hardware | process |
| Maturity | production | production | production | stable |
| Languages | Python | Any | C, C++ | Python, C++, CUDA |
| License | Other | Apache-2.0 | Apache-2.0 | MIT |
| Links |