Hardware /
RTX A6000
5measured results
315best gen tok/s*
48 GBreported memory
*Headline excludes tiny/test models (under 0.6B params or TinyStories-style). Open in rig checker →
llama.cpp
| Model | Quant | Gen tok/s | Prompt tok/s | Source | Context tested | Build | |
|---|---|---|---|---|---|---|---|
| Llama 3.2 1B Instruct | Q4_K - Medium | 315 | 13,191 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Llama 2 7B | Q4_0 | 145 | 5,662 | llama.cpp (CUDA) ↗ | 512+128 | llama.cpp CUDA @4795c91 | Details → |
| Llama 2 7B | Q4_0 | 139 | 4,914 | llama.cpp (CUDA) ↗ | 512+128 | llama.cpp CUDA @4795c91 | Details → |
| Meta Llama 3.1 8B Instruct | Q4_K - Medium | 90.5 | 3,447 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Qwen2.5 14B Instruct | Q4_K - Medium | 52.0 | 1,883 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | 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.