Question 1

Can RTX 4000 Ada Laptop 12GB run gemma 2 2b it?

Accepted Answer

Yes, RTX 4000 Ada Laptop 12GB can run gemma 2 2b it with a C grade (Runs well). Expected decode speed: 199.1 tok/s.

Question 2

How much VRAM does gemma 2 2b it need?

Accepted Answer

gemma 2 2b it (2B parameters) requires approximately 4.8 GB of memory with Q6_K quantization.

Question 3

What is the best quantization for gemma 2 2b it?

Accepted Answer

The recommended quantization for gemma 2 2b it is Q6_K, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	201.9 tok/s	1395 ms	79K
Chat	C	Runs well	201.9 tok/s	523 ms	20K
Coding	C	Runs well	199.1 tok/s	972 ms	40K
RAG	C	Runs well	201.9 tok/s	1743 ms	79K
Reasoning	C	Runs well	201.9 tok/s	1133 ms	40K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.8 GB	Low	D31
Q3_K_S	3	1.0 GB	Low	D31
NVFP4	4

Can RTX 4000 Ada Laptop 12GB run gemma 2 2b it?

Memory breakdown