Question 1

Can Mac Studio M3 Ultra 96GB run gemma 2 2b it?

Accepted Answer

Yes, Mac Studio M3 Ultra 96GB can run gemma 2 2b it with a C grade (Runs well). Expected decode speed: 356.6 tok/s.

Question 2

How much VRAM does gemma 2 2b it need?

Accepted Answer

gemma 2 2b it (2B parameters) requires approximately 14.0 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	356.6 tok/s	790 ms	158K
Chat	C	Runs well	356.6 tok/s	350 ms	39K
Coding	C	Runs well	356.6 tok/s	543 ms	79K
RAG	C	Runs well	356.6 tok/s	987 ms	158K
Reasoning	C	Runs well	356.6 tok/s	642 ms	79K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.8 GB	Low	D30
Q3_K_S	3	1.0 GB	Low	D30
NVFP4	4

Can Mac Studio M3 Ultra 96GB run gemma 2 2b it?

Memory breakdown