Question 1

Can MacBook Pro M4 32GB run llava llama 3 8b v1 1?

Accepted Answer

Yes, MacBook Pro M4 32GB can run llava llama 3 8b v1 1 with a C grade (Runs well). Expected decode speed: 16.0 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 10.8 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	Runs well	17.7 tok/s	15905 ms	61K
Chat	C	Runs well	17.7 tok/s	5964 ms	18K
Coding	C	Runs well	16.0 tok/s	12112 ms	34K
RAG	C	Runs well	17.7 tok/s	19881 ms	61K
Reasoning	C	Runs well	17.7 tok/s	12923 ms	34K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.1 GB	Low	D32
Q3_K_S	3	3.9 GB	Low	D33
NVFP4	4

Can MacBook Pro M4 32GB run llava llama 3 8b v1 1?

Memory breakdown