Qwen2.5 14B Instruct › NVIDIA RTX A5000 Laptop

Qwen2.5 14B Instruct on the NVIDIA RTX A5000 Laptop

Best measured: 27.6 tokens/s generation and 839 tokens/s prompt processing (Q4_K_M, llamafile).

Every run

Quant	Backend	Generate tok/s	Prompt tok/s	Test	Build / by / notes	Source
Q4_K_M	llamafile	27.6	839	LocalScore avg	LocalScore rank 69/418	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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