Question 1

Can GTX 1060 6GB run Qwen2.5 1.5B Instruct?

Accepted Answer

Yes, GTX 1060 6GB can run Qwen2.5 1.5B Instruct with a C grade (Runs well). Expected decode speed: 138.2 tok/s.

Question 2

How much VRAM does Qwen2.5 1.5B Instruct need?

Accepted Answer

Qwen2.5 1.5B Instruct (1.5B parameters) requires approximately 3.5 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen2.5 1.5B Instruct?

Accepted Answer

The recommended quantization for Qwen2.5 1.5B Instruct is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	113.3 tok/s	2486 ms	55K
Chat	C	Runs well	113.3 tok/s	932 ms	14K
Coding	C	Runs well	138.2 tok/s	1400 ms	27K
RAG	C	Runs well	113.3 tok/s	3107 ms	55K
Reasoning	C	Runs well	113.3 tok/s	2020 ms	27K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.6 GB	Low	D32
Q3_K_S	3	0.7 GB	Low	D32
NVFP4	4

Can GTX 1060 6GB run Qwen2.5 1.5B Instruct?

Memory breakdown