Question 1

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3-Coder 30B A3B Instruct?

Accepted Answer

Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run Qwen3-Coder 30B A3B Instruct with a C grade (Runs well). Expected decode speed: 159.9 tok/s.

Question 2

How much VRAM does Qwen3-Coder 30B A3B Instruct need?

Accepted Answer

Qwen3-Coder 30B A3B Instruct (30.5B parameters) requires approximately 30.2 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen3-Coder 30B A3B Instruct?

Accepted Answer

The recommended quantization for Qwen3-Coder 30B A3B Instruct is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	186.5 tok/s	1510 ms	101K
Chat	C	Runs well	186.5 tok/s	566 ms	25K
Coding	C	Runs well	159.9 tok/s	1211 ms	51K
RAG	C	Runs well	186.5 tok/s	1887 ms	101K
Reasoning	C	Runs well	186.5 tok/s	1227 ms	51K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	11.9 GB	Low	D32
Q3_K_S	3	14.9 GB	Low	D33
NVFP4	4

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3-Coder 30B A3B Instruct?

Memory breakdown