Llama 2 7B › NVIDIA RTX 4000 Ada
Llama 2 7B on the NVIDIA RTX 4000 Ada
Best measured: 61.8 tokens/s generation and 2,780 tokens/s prompt processing (Q4_0, CUDA, FA off).
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_0 | CUDA FA off | 61.8 | 2,780 | tg128 | a74a0d6 @sdwolfz | llama.cpp CUDA scoreboard (#15013) |
| Q4_0 | CUDA FA on | 61.4 | 3,172 | tg128 | a74a0d6 @sdwolfz | llama.cpp CUDA scoreboard (#15013) |
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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