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, RX 6700 XT 12GB can run Qwen3.5 9B with a B grade (Runs well). Expected decode speed: 50.4 tok/s.

BGood

Runs well

Using Q4_K_M in Ollama

Capabilities:

Fit status

Runs well

Decode

50.4 tok/s

TTFT

3844 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	50.4 tok/s	5592 ms	36K
Chat	B	Runs well	50.4 tok/s	2097 ms	11K
Coding	B	Runs well	50.4 tok/s	3844 ms	21K
RAG	C	Tight fit	50.4 tok/s	6990 ms	36K
Reasoning	B	Runs well	50.4 tok/s	4543 ms	21K

How Qwen3.5 9B (9B params) fits at each quantization level on RX 6700 XT 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-lmstudio-community--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