RTX 4070 × Qwen2.5 14B Instruct
Qwen2.5 14B Instruct on RTX 4070
42.6best gen tok/s
1,752best 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 | 42.6 | 1,752 | LocalScore ↗ | 512+128 | 752 ms | llamafile 0.9.2 |
| Q4_K - Medium | 36.0 | 1,681 | LocalScore ↗ | 512+128 | 788 ms | llamafile 0.9.3 |
| Q4_K - Medium | 35.0 | 1,642 | LocalScore ↗ | 512+128 | 798 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.