Llama 3.2 1B Instruct › NVIDIA L40S
Llama 3.2 1B Instruct on the NVIDIA L40S
Best measured: 238 tokens/s generation and 21,532 tokens/s prompt processing (Q4_K_M, llamafile).
For comparison, our size-scaling estimate for this combination is 188 tok/s.
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_K_M | llamafile | 355 | 24,809 | LocalScore avg | LocalScore rank 4/878 | LocalScore (localscore.ai) |
| Q4_K_M | llamafile | 121 | 18,255 | LocalScore avg | LocalScore rank 21/878 | 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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