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| Metric | Python (CPython) | ExLlamaV2 | CTransformers | Open WebUI |
|---|---|---|---|---|
| Score | B71 | D47 | D46 | F41 |
| Type | Language | |||
| Execution | interpreted | aot | hybrid | hybrid |
| Interface | cli | sdk | sdk | gui |
| Cold Start | 50ms | 1000ms | 800ms | 3000ms |
| Memory | 15MB | 300MB | 200MB | 500MB |
| Startup | 10ms | 200ms | 100ms | 1000ms |
| Isolation | process | process | process | container |
| Maturity | production | stable | stable | stable |
| Languages | Python | Python, C++, CUDA | Python, C++ | Python, TypeScript |
| License | Other | MIT | MIT | MIT |
| Links |