Question 1

Can RTX PRO 6000 Blackwell Server Edition 96GB run llava llama 3 8b v1 1?

Accepted Answer

Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run llava llama 3 8b v1 1 with a C grade (Runs well). Expected decode speed: 235.6 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 16.9 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	235.6 tok/s	1195 ms	169K
Chat	C	Runs well	235.6 tok/s	448 ms	47K
Coding	C	Runs well	235.6 tok/s	822 ms	91K
RAG	C	Runs well	235.6 tok/s	1494 ms	169K
Reasoning	C	Runs well	235.6 tok/s	971 ms	91K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	3.1 GB	Low	D30
Q3_K_S	3	3.9 GB	Low	D30
NVFP4	4

Can RTX PRO 6000 Blackwell Server Edition 96GB run llava llama 3 8b v1 1?

Memory breakdown