Llama 2 7B › NVIDIA A100 80GB PCIe
Llama 2 7B on the NVIDIA A100 80GB PCIe
Best measured: 201 tokens/s generation and 5,286 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 | 201 | 5,286 | tg128 | 5143fa8 @Hedede | llama.cpp CUDA scoreboard (#15013) |
| Q4_0 | CUDA FA off | 191 | 4,850 | tg128 | 5143fa8 @Hedede | 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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