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| Metric | Vulkan | llama.cpp | Text Generation WebUI |
|---|---|---|---|
| Score | C+64 | C+63 | F33 |
| Type | |||
| Execution | aot | aot | hybrid |
| Interface | sdk | cli | gui |
| Cold Start | 100ms | 100ms | 5000ms |
| Memory | 200MB | 50MB | 1000MB |
| Startup | 30ms | 10ms | 2000ms |
| Isolation | hardware | process | process |
| Maturity | production | production | stable |
| Languages | C, C++ | C, C++ | Python |
| License | Apache-2.0 | MIT | AGPL-3.0 |
| Links |