RTX 4080 × Meta Llama 3.1 8B Instruct
Meta Llama 3.1 8B Instruct on RTX 4080
92.1best gen tok/s
4,888best prompt tok/s
640max context tested
3results
Measured · all numbers below come from the linked sources
llama.cpp
| Quant | Gen tok/s | Prompt tok/s | Source | Context tested | TTFT | Build |
|---|---|---|---|---|---|---|
| Q4_K - Medium | 92.1 | 4,698 | LocalScore ↗ | 512+128 | 282 ms | llamafile 0.9.2 |
| Q4_K - Medium | 90.1 | 4,789 | LocalScore ↗ | 512+128 | 274 ms | llamafile 0.9.2 |
| Q4_K - Medium | 82.8 | 4,888 | LocalScore ↗ | 512+128 | 280 ms | llamafile 0.9.2 |
Ollama
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MLX
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"Context tested" is the largest prompt+generation length actually benchmarked (tokens), not a memory-fit estimate.
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.