Llama 2 7B on A30
132best gen tok/s
3,291best 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 | 132 | 3,069 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @583cb83 |
| Q4_0 | 125 | 2,767 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @583cb83 |
| Q4_0 | 117 | 3,158 | llama.cpp (Vulkan) ↗ | 512+128 | — | llama.cpp Vulkan @583cb83 |
| Q4_0 | 111 | 3,291 | llama.cpp (Vulkan) ↗ | 512+128 | — | llama.cpp Vulkan @583cb83 |
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.