Models /
Qwen3 0.6B
4results
3devices
0.75Bparams
122fastest gen tok/s
llama.cpp
| Hardware | Quant | Gen tok/s | Prompt tok/s | Source | Context tested | Build | |
|---|---|---|---|---|---|---|---|
| RTX 4050 Laptop GPU | Q4_K - Medium | 122 | 6,559 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| RTX 4050 Laptop GPU | Q4_K - Medium | 115 | 6,639 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| RTX 3070 | Q8_0 | 104 | 8,538 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| Apple M1 (8-core GPU) | Q4_K - Medium | 47.5 | 912 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
Ollama
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MLX
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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.