Question 1

Can Radeon Pro W7800 32GB run DeepSeek R1 0528 Qwen3 8B?

Accepted Answer

Yes, Radeon Pro W7800 32GB can run DeepSeek R1 0528 Qwen3 8B with a C grade (Runs well). Expected decode speed: 69.6 tok/s.

Question 2

How much VRAM does DeepSeek R1 0528 Qwen3 8B need?

Accepted Answer

DeepSeek R1 0528 Qwen3 8B (8B parameters) requires approximately 10.5 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for DeepSeek R1 0528 Qwen3 8B?

Accepted Answer

The recommended quantization for DeepSeek R1 0528 Qwen3 8B is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	69.6 tok/s	4044 ms	87K
Chat	C	Runs well	69.6 tok/s	1516 ms	25K
Coding	C	Runs well	69.6 tok/s	2780 ms	49K
RAG	C	Runs well	69.6 tok/s	5055 ms	87K
Reasoning	C	Runs well	69.6 tok/s	3285 ms	49K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.1 GB	Low	D32
Q3_K_S	3	3.9 GB	Low	D32
NVFP4	4

Can Radeon Pro W7800 32GB run DeepSeek R1 0528 Qwen3 8B?

Memory breakdown