Question 1

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen 2.5 VL 72B?

Accepted Answer

Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run Qwen 2.5 VL 72B with a C grade (Runs well). Expected decode speed: 26.2 tok/s.

Question 2

How much VRAM does Qwen 2.5 VL 72B need?

Accepted Answer

Qwen 2.5 VL 72B (72B parameters) requires approximately 67.2 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen 2.5 VL 72B?

Accepted Answer

The recommended quantization for Qwen 2.5 VL 72B is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	26.2 tok/s	10756 ms	33K
Chat	C	Runs well	26.2 tok/s	4034 ms	12K
Coding	C	Runs well	26.2 tok/s	7395 ms	23K
RAG	C	Runs well	26.2 tok/s	13445 ms	33K
Reasoning	C	Runs well	26.2 tok/s	8739 ms	23K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	28.1 GB	Low	D36
Q3_K_S	3	35.3 GB	Low	D37
NVFP4	4

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen 2.5 VL 72B?

Memory breakdown