Question 1

Can RTX PRO 5000 Blackwell 48GB run EXAONE 4.0 32B?

Accepted Answer

Yes, RTX PRO 5000 Blackwell 48GB can run EXAONE 4.0 32B with a C grade (Runs well). Expected decode speed: 49.6 tok/s.

Question 2

How much VRAM does EXAONE 4.0 32B need?

Accepted Answer

EXAONE 4.0 32B (32B parameters) requires approximately 30.5 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for EXAONE 4.0 32B?

Accepted Answer

The recommended quantization for EXAONE 4.0 32B is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	B	Runs well	57.8 tok/s	4869 ms	43K
Chat	C	Runs well	57.8 tok/s	1826 ms	14K
Coding	C	Runs well	49.6 tok/s	3905 ms	25K
RAG	B	Runs well	57.8 tok/s	6086 ms	43K
Reasoning	C	Runs well	57.8 tok/s	3956 ms	25K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	12.5 GB	Low	D35
Q3_K_S	3	15.7 GB	Low	D36
NVFP4	4

Can RTX PRO 5000 Blackwell 48GB run EXAONE 4.0 32B?

Memory breakdown