Qwen2.5 14B Instruct › NVIDIA L40S
Qwen2.5 14B Instruct on the NVIDIA L40S
Best measured: 19.3 tokens/s generation and 2,868 tokens/s prompt processing (Q4_K_M, llamafile).
For comparison, our size-scaling estimate for this combination is 25.1 tok/s.
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_K_M | llamafile | 19.3 | 2,868 | LocalScore avg | LocalScore rank 29/418 | LocalScore (localscore.ai) |
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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All results for the NVIDIA L40S · Qwen2.5 14B Instruct on other hardware