Llama 3.2 1B Instruct › NVIDIA RTX A6000

Llama 3.2 1B Instruct on the NVIDIA RTX A6000

Best measured: 302 tokens/s generation and 12,696 tokens/s prompt processing (Q4_K_M, llamafile).

For comparison, our size-scaling estimate for this combination is 462 tok/s.

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_K_Mllamafile 31513,191LocalScore avg LocalScore rank 11/878LocalScore (localscore.ai)
Q4_K_Mllamafile 28812,201LocalScore avg LocalScore rank 18/878LocalScore (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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