Llama 2 7B › NVIDIA RTX PRO 4000 Blackwell

Llama 2 7B on the NVIDIA RTX PRO 4000 Blackwell

Best measured: 136 tokens/s generation and 5,674 tokens/s prompt processing (Q4_0, CUDA, FA on).

Every run

Quant	Backend	Generate tok/s	Prompt tok/s	Test	Build / by / notes	Source
Q4_0	CUDA FA on	136	5,674	tg128	7d77f07 @Hedede	llama.cpp CUDA scoreboard (#15013)
Q4_0	CUDA FA off	132	4,993	tg128	7d77f07 @Hedede	llama.cpp CUDA scoreboard (#15013)

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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