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| Metric | LLM (Python CLI) | ExLlamaV2 | Text Generation Inference |
|---|---|---|---|
| Score | D49 | D47 | F39 |
| Type | |||
| Execution | hybrid | aot | hybrid |
| Interface | cli | sdk | api |
| Cold Start | 500ms | 1000ms | 10000ms |
| Memory | 100MB | 300MB | 2000MB |
| Startup | 100ms | 200ms | 5000ms |
| Isolation | process | process | container |
| Maturity | stable | stable | production |
| Languages | Python | Python, C++, CUDA | Rust, Python |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Links |