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| Metric | Python (CPython) | Vulkan | Docker | ExLlamaV2 |
|---|---|---|---|---|
| Score | B71 | C+64 | C-54 | D47 |
| Type | Language | Container | ||
| Execution | interpreted | aot | hybrid | aot |
| Interface | cli | sdk | cli | sdk |
| Cold Start | 50ms | 100ms | 500ms | 1000ms |
| Memory | 15MB | 200MB | 50MB | 300MB |
| Startup | 10ms | 30ms | 200ms | 200ms |
| Isolation | process | hardware | container | process |
| Maturity | production | production | production | stable |
| Languages | Python | C, C++ | Any | Python, C++, CUDA |
| License | Other | Apache-2.0 | Apache-2.0 | MIT |
| Links |