How much VRAM does Qwen3.5 27B need?

Qwen3.5 27B (27B parameters) requires approximately 22.5 GB of memory with Q4_K_M quantization.

What is the best quantization for Qwen3.5 27B?

The recommended quantization for Qwen3.5 27B is Q4_K_M, which balances quality and memory efficiency.

Can it run?

No, Qwen3.5 27B requires more memory than GTX 1060 6GB provides.

FWon't run

Too heavy

Using Q4_K_M in Ollama

Capabilities:

Fit status

Too heavy

Decode

8.4 tok/s

TTFT

23066 ms

Safe context

Memory

22.5 GB / 6.0 GB

Weights16.5 GB

KV Cache4.2 GB

Runtime1.2 GB

Headroom0.6 GB

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	F	Too heavy	6.9 tok/s	40942 ms	7K
Chat	F	Too heavy	6.9 tok/s	15353 ms	4K
Coding	F	Too heavy	8.4 tok/s	23066 ms	4K
RAG	F	Too heavy	6.9 tok/s	51178 ms	7K
Reasoning	F	Too heavy	6.9 tok/s	33266 ms	4K

How Qwen3.5 27B (27B params) fits at each quantization level on GTX 1060 6GB (6.0 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	10.5 GB	Low	F0
Q3_K_S	3	13.2 GB	Low	F0
NVFP4	4

Upgrade options

RX 7900 XTX 24GBBest value

C41.5 tok/s decode

~$999 MSRP

Mac mini M4 64GBBudget pick

C5.2 tok/s decode

~$1,099 MSRP

RTX 5090 32GBBiggest leap