Qwen2.5 14B Instruct › NVIDIA Tesla P100

Qwen2.5 14B Instruct on the NVIDIA Tesla P100

Best measured: 19.8 tokens/s generation and 193 tokens/s prompt processing (Q4_K_M, llamafile).

For comparison, our size-scaling estimate for this combination is 28.3 tok/s.

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
Q4_K_Mllamafile 20.5204LocalScore avg LocalScore rank 115/418LocalScore (localscore.ai)
Q4_K_Mllamafile 19.1181LocalScore avg LocalScore rank 124/418LocalScore (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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