can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 6000 Ada (48GB) run Mistral Small 4 119B (MoE)?

Mistral · Apache 2.0 · estimated for a 48.0 GB machine at 4K context.

Yes, but it's tight.

Best fit: Mistral Small 4 119B (MoE) at Q2_K · 40.2 GB · 168–252 tok/s on a NVIDIA RTX 6000 Ada (48GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K40.2 GB168–252 tok/sTight / slow
Q3_K_M54.4 GB142–213 tok/sWon't fit
Q4_K_M73.8 GB117–176 tok/sWon't fit
Q5_K_M89.2 GB103–154 tok/sWon't fit
Q6_K99.4 GB95–143 tok/sWon't fit
Q8_0126.5 GB79–119 tok/sWon't fit
FP16238.0 GB47–71 tok/sWon't fit

Ran Mistral Small 4 119B (MoE) on a NVIDIA RTX 6000 Ada (48GB)? Add your real numbers →