Question 1

Can RTX 4000 Ada 20GB run llava llama 3 8b v1 1?

Accepted Answer

Yes, RTX 4000 Ada 20GB can run llava llama 3 8b v1 1 with a C grade (Runs well). Expected decode speed: 53.1 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 9.3 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	53.1 tok/s	5302 ms	60K
Chat	C	Runs well	53.1 tok/s	1988 ms	18K
Coding	C	Runs well	53.1 tok/s	3645 ms	34K
RAG	C	Runs well	53.1 tok/s	6627 ms	60K
Reasoning	C	Runs well	53.1 tok/s	4308 ms	34K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.1 GB	Low	D33
Q3_K_S	3	3.9 GB	Low	D34
NVFP4	4

Can RTX 4000 Ada 20GB run llava llama 3 8b v1 1?

Memory breakdown