Qwen2.5 14B Instruct › NVIDIA A10

Qwen2.5 14B Instruct on the NVIDIA A10

Best measured: 19.9 tokens/s generation and 1,133 tokens/s prompt processing (Q4_K_M, llamafile).

For comparison, our size-scaling estimate for this combination is 20.0 tok/s.

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_K_Mllamafile 19.91,133LocalScore avg LocalScore rank 64/418LocalScore (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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