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| Metric | CTransformers | vLLM | GPT4All |
|---|---|---|---|
| Score | D46 | F35 | F34 |
| Type | |||
| Execution | hybrid | jit | hybrid |
| Interface | sdk | api | gui |
| Cold Start | 800ms | 5000ms | 2000ms |
| Memory | 200MB | 2000MB | 600MB |
| Startup | 100ms | 3000ms | 500ms |
| Isolation | process | process | process |
| Maturity | stable | production | stable |
| Languages | Python, C++ | Python | C++, Python |
| License | MIT | Apache-2.0 | MIT |
| Links |