How much VRAM does Qwen3.5 9B need?

Qwen3.5 9B (9B parameters) requires approximately 9.3 GB of memory with Q4_K_M quantization.

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

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

Can it run?

Yes, Intel Arc Pro A60 12GB can run Qwen3.5 9B with a C grade (Runs well). Expected decode speed: 34.3 tok/s.

CUsable

Runs well

Using Q4_K_M in Ollama

Capabilities:

Fit status

Runs well

Decode

34.3 tok/s

TTFT

5649 ms

Safe context

21K

Memory

9.3 GB / 12.0 GB

Weights5.5 GB

KV Cache1.4 GB

Runtime1.2 GB

Headroom1.2 GB

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	C	Runs well	34.3 tok/s	6676 ms	21K

How Qwen3.5 9B (9B params) fits at each quantization level on Intel Arc Pro A60 12GB (12.0 GB usable).

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

HuggingFace

huggingface-cli download hf-unsloth--qwen3-5-9b-gguf

Upgrade options

RX 9070 16GBBudget pick

C72.3 tok/s decode

~$479 MSRP

RX 7800 XT 16GBBest value

C70.5 tok/s decode

~$499 MSRP

RTX 4070 Ti Super 16GBBiggest leap