Llama 2 7B › AMD Radeon Pro VII
Llama 2 7B on the AMD Radeon Pro VII
Best measured: 108 tokens/s generation and 784 tokens/s prompt processing (Q4_0, Vulkan, FA on).
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_0 | Vulkan FA on | 108 | 784 | tg128 | N/A | llama.cpp Vulkan scoreboard (#10879) |
| Q4_0 | Vulkan FA off | 106 | 912 | tg128 | N/A | llama.cpp Vulkan scoreboard (#10879) |
| Q4_0 | ROCm FA off | 87.5 | 1,065 | tg128 | 2739a71 @8XXD8 | llama.cpp ROCm scoreboard (#15021) |
tg128 = generating 128 tokens; pp512 = reading a 512-token prompt (llama-bench). LocalScore averages several prompt and output lengths, so its numbers run lower than tg128.
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