Question 1

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3.5 35B A3B?

Accepted Answer

Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run Qwen3.5 35B A3B with a C grade (Runs well). Expected decode speed: 53.9 tok/s.

Question 2

How much VRAM does Qwen3.5 35B A3B need?

Accepted Answer

Qwen3.5 35B A3B (35B parameters) requires approximately 37.6 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen3.5 35B A3B?

Accepted Answer

The recommended quantization for Qwen3.5 35B A3B is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	53.9 tok/s	5229 ms	71K
Chat	C	Runs well	53.9 tok/s	1961 ms	22K
Coding	C	Runs well	53.9 tok/s	3595 ms	41K
RAG	C	Runs well	53.9 tok/s	6536 ms	71K
Reasoning	C	Runs well	53.9 tok/s	4248 ms	41K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	13.7 GB	Low	D32
Q3_K_S	3	17.2 GB	Low	D33
NVFP4	4

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3.5 35B A3B?

Memory breakdown