Question 1

Can Radeon Pro W6800 32GB run Qwen3-VL 30B A3B Instruct?

Accepted Answer

Yes, Radeon Pro W6800 32GB can run Qwen3-VL 30B A3B Instruct with a B grade (Runs well). Expected decode speed: 53.0 tok/s.

Question 2

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

Accepted Answer

Qwen3-VL 30B A3B Instruct (30B parameters) requires approximately 24.7 GB of memory with Q4_K_M quantization.

Question 3

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

Accepted Answer

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

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	41.2 tok/s	6830 ms	41K
Chat	C	Runs well	41.2 tok/s	2561 ms	10K
Coding	B	Runs well	53.0 tok/s	3652 ms	21K
RAG	C	Runs well	41.2 tok/s	8537 ms	41K
Reasoning	C	Runs well	41.2 tok/s	5549 ms	21K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	11.7 GB	Low	D37
Q3_K_S	3	14.7 GB	Low	D39
NVFP4	4

Can Radeon Pro W6800 32GB run Qwen3-VL 30B A3B Instruct?

Memory breakdown