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| Metric | ExLlamaV2 | vLLM | GPT4All |
|---|---|---|---|
| Score | D47 | F35 | F34 |
| Type | |||
| Execution | aot | jit | hybrid |
| Interface | sdk | api | gui |
| Cold Start | 1000ms | 5000ms | 2000ms |
| Memory | 300MB | 2000MB | 600MB |
| Startup | 200ms | 3000ms | 500ms |
| Isolation | process | process | process |
| Maturity | stable | production | stable |
| Languages | Python, C++, CUDA | Python | C++, Python |
| License | MIT | Apache-2.0 | MIT |
| Links |