Question 1

Can NVIDIA A800 80GB run Devstral Small 1.1?

Accepted Answer

Yes, NVIDIA A800 80GB can run Devstral Small 1.1 with a C grade (Runs well). Expected decode speed: 95.2 tok/s.

Question 2

How much VRAM does Devstral Small 1.1 need?

Accepted Answer

Devstral Small 1.1 (24B parameters) requires approximately 27.6 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Devstral Small 1.1?

Accepted Answer

The recommended quantization for Devstral Small 1.1 is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	95.2 tok/s	2959 ms	82K
Chat	C	Runs well	95.2 tok/s	1110 ms	25K
Coding	C	Runs well	95.2 tok/s	2034 ms	46K
RAG	C	Runs well	95.2 tok/s	3699 ms	82K
Reasoning	C	Runs well	95.2 tok/s	2404 ms	46K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	9.4 GB	Low	D32
Q3_K_S	3	11.8 GB	Low	D33
NVFP4	4

Can NVIDIA A800 80GB run Devstral Small 1.1?

Memory breakdown