Question 1

Can MacBook Pro M2 Pro 16GB run llava llama 3 8b v1 1?

Accepted Answer

Yes, MacBook Pro M2 Pro 16GB can run llava llama 3 8b v1 1 with a C grade (Runs well). Expected decode speed: 28.7 tok/s.

Question 2

How much VRAM does llava llama 3 8b v1 1 need?

Accepted Answer

llava llama 3 8b v1 1 (8B parameters) requires approximately 9.1 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for llava llama 3 8b v1 1?

Accepted Answer

The recommended quantization for llava llama 3 8b v1 1 is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Tight fit	28.7 tok/s	9816 ms	36K
Chat	C	Runs well	28.7 tok/s	3681 ms	11K
Coding	C	Runs well	28.7 tok/s	6748 ms	20K
RAG	C	Tight fit	28.7 tok/s	12270 ms	36K
Reasoning	C	Runs well	28.7 tok/s	7975 ms	20K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.1 GB	Low	D35
Q3_K_S	3	3.9 GB	Low	D37
NVFP4	4

Can MacBook Pro M2 Pro 16GB run llava llama 3 8b v1 1?

Memory breakdown