Question 1

Can Intel Arc B580 12GB run granite embedding 107m multilingual?

Accepted Answer

Yes, Intel Arc B580 12GB can run granite embedding 107m multilingual with a C grade (Runs well). Expected decode speed: 328.3 tok/s.

Question 2

How much VRAM does granite embedding 107m multilingual need?

Accepted Answer

granite embedding 107m multilingual (0.10700000077486038B parameters) requires approximately 3.3 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for granite embedding 107m multilingual?

Accepted Answer

The recommended quantization for granite embedding 107m multilingual is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	218.9 tok/s	1287 ms	118K
Chat	C	Runs well	218.9 tok/s	482 ms	29K
Coding	C	Runs well	328.3 tok/s	590 ms	59K
RAG	C	Runs well	218.9 tok/s	1608 ms	118K
Reasoning	C	Runs well	218.9 tok/s	1045 ms	59K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.0 GB	Low	D29
Q3_K_S	3	0.1 GB	Low	D29
NVFP4	4

Can Intel Arc B580 12GB run granite embedding 107m multilingual?

Memory breakdown