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| Metric | GGUF | Python (CPython) | llama.cpp | Google Cloud Functions |
|---|---|---|---|---|
| Score | A-83 | B71 | C+63 | C59 |
| Type | Language | Serverless | ||
| Execution | aot | interpreted | aot | hybrid |
| Interface | embedded | cli | cli | platform |
| Cold Start | <1ms | 50ms | 100ms | 300ms |
| Memory | 0MB | 15MB | 50MB | 128MB |
| Startup | <1ms | 10ms | 10ms | 50ms |
| Isolation | process | process | process | container |
| Maturity | production | production | production | production |
| Languages | Any | Python | C, C++ | Python, JavaScript, TypeScript, Go, Java, Ruby, PHP |
| License | MIT | Other | MIT | Proprietary |
| Links |