Llama 2 7B › AMD Radeon RX Vega 64
Llama 2 7B on the AMD Radeon RX Vega 64
Best measured: 67.7 tokens/s generation and 585 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 | 67.7 | 585 | tg128 | 5dcb711 | llama.cpp Vulkan scoreboard (#10879) |
| Q4_0 | Vulkan FA off | 63.4 | 575 | tg128 | 5dcb711 | llama.cpp Vulkan scoreboard (#10879) |
| Q4_0 | ROCm FA off | 48.5 | 241 | tg128 | ec428b0 @davispuh | llama.cpp ROCm scoreboard (#15021) |
| Q4_0 | ROCm FA on | 42.5 | 153 | tg128 | ec428b0 @davispuh | 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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