Question 1

Can RTX 5000 Ada Laptop 16GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Accepted Answer

Yes, RTX 5000 Ada Laptop 16GB can run Qwen3.5 9B Uncensored HauhauCS Aggressive with a C grade (Runs well). Expected decode speed: 75.5 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 9.7 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	B	Runs well	76.6 tok/s	3677 ms	46K
Chat	C	Runs well	76.6 tok/s	1379 ms	14K
Coding	C	Runs well	75.5 tok/s	2563 ms	26K
RAG	B	Runs well	76.6 tok/s	4596 ms	46K
Reasoning	C	Runs well	76.6 tok/s	2987 ms	26K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.5 GB	Low	D34
Q3_K_S	3	4.4 GB	Low	D35
NVFP4	4

Can RTX 5000 Ada Laptop 16GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Memory breakdown