How much VRAM does Qwen3.5 35B A3B need?

Qwen3.5 35B A3B (35B parameters) requires approximately 31.5 GB of memory with Q4_K_M quantization.

What is the best quantization for Qwen3.5 35B A3B?

The recommended quantization for Qwen3.5 35B A3B is Q4_K_M, which balances quality and memory efficiency.

Can it run?

No, Qwen3.5 35B A3B requires more memory than Mac mini M4 32GB provides.

FWon't run

Too heavy

Using Q4_K_M in Ollama

Capabilities:

Fit status

Too heavy

Decode

3.7 tok/s

TTFT

52992 ms

Safe context

12K

Memory

31.5 GB / 23.0 GB

Weights21.4 GB

KV Cache5.5 GB

Runtime1.2 GB

Headroom3.5 GB

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	F	Too heavy	3.7 tok/s	77079 ms	20K
Chat	F	Too heavy	3.7 tok/s	28905 ms	6K
Coding	F	Too heavy	3.7 tok/s	52992 ms	12K
RAG	F	Too heavy	3.7 tok/s	96349 ms	20K
Reasoning	F	Too heavy	3.7 tok/s	62627 ms	12K

How Qwen3.5 35B A3B (35B params) fits at each quantization level on Mac mini M4 32GB (23.0 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_KBest for your GPU	2	13.7 GB	Low	C42
Q3_K_S	3	17.2 GB	Low	C44

Upgrade options

Mac mini M4 64GBBudget pick

C4 tok/s decode

~$1,099 MSRP

MacBook Pro M4 Pro 64GBBest value

C9.8 tok/s decode

~$1,599 MSRP