Models /
Gemma 3 12b It
5results
5devices
12.77Bparams
39.1fastest gen tok/s
llama.cpp
| Hardware | Quant | Gen tok/s | Prompt tok/s | Source | Context tested | Build | |
|---|---|---|---|---|---|---|---|
| RTX 4080 SUPER | Q4_K - Medium | 39.1 | 3,159 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| RTX 4070 | Q3_K - Large | 36.7 | 1,540 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| RTX A5000 Laptop GPU | Q4_K - Medium | 29.2 | 1,027 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| AMD Radeon RX 7800 XT | Q5_K - Medium | 6.5 | 385 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| AMD Radeon 780M Graphics | Q5_K - Medium | 2.6 | 68.4 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
Ollama
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Includes results from LocalScore, a Mozilla Builders project by cjpais, mirrored in the cn0303/local-llm-speed-benchmarks dataset. LocalScore runs use llamafile, which is built on llama.cpp.