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| Metric | safetensors | vLLM | GPT4All |
|---|---|---|---|
| Score | A-83 | F35 | F34 |
| Type | |||
| Execution | aot | jit | hybrid |
| Interface | embedded | api | gui |
| Cold Start | <1ms | 5000ms | 2000ms |
| Memory | 0MB | 2000MB | 600MB |
| Startup | <1ms | 3000ms | 500ms |
| Isolation | process | process | process |
| Maturity | production | production | stable |
| Languages | Any | Python | C++, Python |
| License | Apache-2.0 | Apache-2.0 | MIT |
| Links |