Llama 2 7B › NVIDIA RTX PRO 6000 Blackwell

Llama 2 7B on the NVIDIA RTX PRO 6000 Blackwell

Best measured: 281 tokens/s generation and 16,619 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	281	16,619	tg128	5143fa8 @Tom94	llama.cpp CUDA scoreboard (#15013)
Q4_0	CUDA FA off	274	14,855	tg128	79c1160 @Tom94	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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