Llama 2 7B on RTX 3090
172best gen tok/s
5,560best prompt tok/s
640max context tested
4results
Measured · all numbers below come from the linked sources
llama.cpp
| Quant | Gen tok/s | Prompt tok/s | Source | Context tested | TTFT | Build |
|---|---|---|---|---|---|---|
| Q4_0 | 172 | 5,201 | llama.cpp (Vulkan) ↗ | 512+128 | — | llama.cpp Vulkan @d05fe1d — coopmat2 |
| Q4_0 | 164 | 4,666 | llama.cpp (Vulkan) ↗ | 512+128 | — | llama.cpp Vulkan @d05fe1d — coopmat2 |
| Q4_0 | 162 | 5,560 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @c76b420 |
| Q4_0 | 158 | 5,175 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @c76b420 |
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.