Question 1

Can Intel Arc Pro A60 12GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Accepted Answer

Yes, Intel Arc Pro A60 12GB can run Qwen3.5 9B Uncensored HauhauCS Aggressive with a C grade (Runs well). Expected decode speed: 34.3 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 9.3 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	Tight fit	34.3 tok/s	8216 ms	36K
Chat	C	Runs well	34.3 tok/s	3081 ms	11K
Coding	C	Runs well	34.3 tok/s	5649 ms	21K
RAG	C	Tight fit	34.3 tok/s	10270 ms	36K
Reasoning	B	Runs well	50.4 tok/s	4543 ms	21K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.5 GB	Low	D36
Q3_K_S	3	4.4 GB	Low	D37
NVFP4	4

Can Intel Arc Pro A60 12GB run Qwen3.5 9B Uncensored HauhauCS Aggressive?

Memory breakdown