How much VRAM does Qwen3.5 9B need?

Qwen3.5 9B (9B parameters) requires approximately 21.9 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, MacBook Pro M3 Max 128GB can run Qwen3.5 9B with a C grade (Runs well). Expected decode speed: 47.4 tok/s.

CUsable

Runs well

Using Q4_K_M in Ollama

Capabilities:

Fit status

Runs well

Decode

47.4 tok/s

TTFT

4088 ms

Safe context

67K

Memory

21.9 GB / 92.2 GB

Weights5.5 GB

KV Cache1.4 GB

Runtime1.2 GB

Headroom13.8 GB

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	47.4 tok/s	5946 ms	126K
Chat	C	Runs well	47.4 tok/s	2230 ms	35K
Coding	C	Runs well	47.4 tok/s	4088 ms	67K
RAG	C	Runs well	47.4 tok/s	7433 ms	126K
Reasoning	C	Runs well	47.4 tok/s	4831 ms	67K

How Qwen3.5 9B (9B params) fits at each quantization level on MacBook Pro M3 Max 128GB (92.2 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.5 GB	Low	D30
Q3_K_S	3	4.4 GB	Low	D30
NVFP4	4

HuggingFace

huggingface-cli download hf-lmstudio-community--qwen3-5-9b-gguf

Upgrade options

AMD Instinct MI350X 288GBBudget pick

C1063.8 tok/s decode

~$8,000 MSRP

AMD Instinct MI250X 128GBBest value

C454.6 tok/s decode

~$15,000 MSRP