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| Metric | llama.cpp | Google Cloud Functions | ExLlamaV2 |
|---|---|---|---|
| Score | C+63 | C59 | D47 |
| Type | Serverless | ||
| Execution | aot | hybrid | aot |
| Interface | cli | platform | sdk |
| Cold Start | 100ms | 300ms | 1000ms |
| Memory | 50MB | 128MB | 300MB |
| Startup | 10ms | 50ms | 200ms |
| Isolation | process | container | process |
| Maturity | production | production | stable |
| Languages | C, C++ | Python, JavaScript, TypeScript, Go, Java, Ruby, PHP | Python, C++, CUDA |
| License | MIT | Proprietary | MIT |
| Links |