Question 1

Can RTX 2060 6GB run stablelm 2 zephyr 1.6b?

Accepted Answer

Yes, RTX 2060 6GB can run stablelm 2 zephyr 1.6b with a C grade (Runs well). Expected decode speed: 241.9 tok/s.

Question 2

How much VRAM does stablelm 2 zephyr 1.6b need?

Accepted Answer

stablelm 2 zephyr 1.6b (1.600000023841858B parameters) requires approximately 3.6 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for stablelm 2 zephyr 1.6b?

Accepted Answer

The recommended quantization for stablelm 2 zephyr 1.6b is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	191.5 tok/s	1470 ms	54K
Chat	C	Runs well	191.5 tok/s	551 ms	13K
Coding	C	Runs well	241.9 tok/s	800 ms	27K
RAG	C	Runs well	191.5 tok/s	1838 ms	54K
Reasoning	C	Runs well	191.5 tok/s	1195 ms	27K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.6 GB	Low	D31
Q3_K_S	3	0.8 GB	Low	D32
NVFP4	4

Can RTX 2060 6GB run stablelm 2 zephyr 1.6b?

Memory breakdown