RTX 3070 × DeepSeek R1 Distill Llama 8B
DeepSeek R1 Distill Llama 8B on RTX 3070
52.8best gen tok/s
2,039best prompt tok/s
640max context tested
2results
Measured · all numbers below come from the linked sources
llama.cpp
| Quant | Gen tok/s | Prompt tok/s | Source | Context tested | TTFT | Build |
|---|---|---|---|---|---|---|
| Q6_K | 52.8 | 2,027 | LocalScore ↗ | 512+128 | 641 ms | llamafile 0.9.2 |
| Q6_K | 52.8 | 2,039 | LocalScore ↗ | 512+128 | 641 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.