Question 1

Can NVIDIA H100 PCIe 80GB run Devstral Small 1.1?

Accepted Answer

Yes, NVIDIA H100 PCIe 80GB can run Devstral Small 1.1 with a C grade (Runs well). Expected decode speed: 98.4 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	114.8 tok/s	2454 ms	82K
Chat	C	Runs well	114.8 tok/s	920 ms	25K
Coding	C	Runs well	98.4 tok/s	1968 ms	46K
RAG	C	Runs well	114.8 tok/s	3067 ms	82K
Reasoning	C	Runs well	114.8 tok/s	1994 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 H100 PCIe 80GB run Devstral Small 1.1?

Memory breakdown