Hardware /
A100 80 GB
8measured results
308best gen tok/s*
79 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 | 308 | 15,370 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Llama 2 7B | Q4_0 | 201 | 5,286 | llama.cpp (CUDA) ↗ | 512+128 | llama.cpp CUDA @5143fa8 | Details → |
| Llama 2 7B | Q4_0 | 191 | 4,850 | llama.cpp (CUDA) ↗ | 512+128 | llama.cpp CUDA @5143fa8 | Details → |
| Meta Llama 3.1 8B Instruct | Q4_K - Medium | 110 | 3,571 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Llama 3.2 1B Instruct | Q4_K - Medium | 81.9 | 10,806 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Qwen2.5 14B Instruct | Q4_K - Medium | 66.3 | 2,069 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Meta Llama 3.1 8B Instruct | Q4_K - Medium | 37.1 | 2,601 | LocalScore ↗ | 512+128 | llamafile 0.9.2 | Details → |
| Qwen2.5 14B Instruct | Q4_K - Medium | 20.8 | 1,438 | 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.