Question 1

Can RTX PRO 4000 Blackwell 24GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Accepted Answer

Yes, RTX PRO 4000 Blackwell 24GB can run Qwen3.5 9B Uncensored HauhauCS Aggressive with a C grade (Runs well). Expected decode speed: 88.1 tok/s.

Question 2

How much VRAM does Qwen3.5 9B Uncensored HauhauCS Aggressive need?

Accepted Answer

Qwen3.5 9B Uncensored HauhauCS Aggressive (9B parameters) requires approximately 10.5 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen3.5 9B Uncensored HauhauCS Aggressive?

Accepted Answer

The recommended quantization for Qwen3.5 9B Uncensored HauhauCS Aggressive is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	88.1 tok/s	3195 ms	65K
Chat	C	Runs well	88.1 tok/s	1198 ms	19K
Coding	C	Runs well	88.1 tok/s	2197 ms	37K
RAG	C	Runs well	88.1 tok/s	3994 ms	65K
Reasoning	C	Runs well	88.1 tok/s	2596 ms	37K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.5 GB	Low	D33
Q3_K_S	3	4.4 GB	Low	D33
NVFP4	4

Can RTX PRO 4000 Blackwell 24GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Memory breakdown