Question 1

Can Intel Arc B580 12GB run TinyLlama 1.1B Chat v0.3?

Accepted Answer

Yes, Intel Arc B580 12GB can run TinyLlama 1.1B Chat v0.3 with a C grade (Runs well). Expected decode speed: 328.3 tok/s.

Question 2

How much VRAM does TinyLlama 1.1B Chat v0.3 need?

Accepted Answer

TinyLlama 1.1B Chat v0.3 (1.100000023841858B parameters) requires approximately 3.9 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for TinyLlama 1.1B Chat v0.3?

Accepted Answer

The recommended quantization for TinyLlama 1.1B Chat v0.3 is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	328.3 tok/s	858 ms	99K
Chat	C	Runs well	328.3 tok/s	350 ms	25K
Coding	C	Runs well	328.3 tok/s	590 ms	50K
RAG	C	Runs well	328.3 tok/s	1072 ms	99K
Reasoning	C	Runs well	328.3 tok/s	697 ms	50K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.4 GB	Low	D30
Q3_K_S	3	0.5 GB	Low	D30
NVFP4	4

Can Intel Arc B580 12GB run TinyLlama 1.1B Chat v0.3?

Memory breakdown