Llama 2 7B › NVIDIA RTX 5070 Ti
Llama 2 7B on the NVIDIA RTX 5070 Ti
Best measured: 182 tokens/s generation and 8,420 tokens/s prompt processing (Q4_0, CUDA, FA on).
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_0 | CUDA FA on | 182 | 8,420 | tg128 | 933414c @TinyServal | llama.cpp CUDA scoreboard (#15013) |
| Q4_0 | CUDA FA off | 177 | 6,952 | tg128 | 933414c @TinyServal | llama.cpp CUDA scoreboard (#15013) |
| Q4_0 | Vulkan FA on | 176 | 7,568 | tg128 | 0d0764d coopmat2 | llama.cpp Vulkan scoreboard (#10879) |
| Q4_0 | Vulkan FA off | 136 | 6,214 | tg128 | d13d0f6 coopmat2 | llama.cpp Vulkan scoreboard (#10879) |
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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