Llama 3.1 8B Instruct › NVIDIA RTX 3060
Llama 3.1 8B Instruct on the NVIDIA RTX 3060
Best measured: 44.1 tokens/s generation and 1,411 tokens/s prompt processing (Q4_K_M, llamafile).
For comparison, our size-scaling estimate for this combination is 62.6 tok/s.
Every run
| Quant | Backend | Generate tok/s | Prompt tok/s | Test | Build / by / notes | Source |
|---|---|---|---|---|---|---|
| Q4_K_M | llamafile | 51.3 | 1,483 | LocalScore avg | LocalScore rank 69/422 | LocalScore (localscore.ai) |
| Q4_K_M | llamafile | 37.0 | 1,340 | LocalScore avg | LocalScore rank 78/422 | 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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