can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4080 (16GB) run Laguna XS 2.1 (MoE)?

Laguna · openmdw-1.1 · estimated for a 16.0 GB machine at 4K context.

Yes, but it's tight.

Best fit: Laguna XS 2.1 (MoE) at Q2_K · 12.2 GB · 165–248 tok/s on a NVIDIA RTX 4080 (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K12.2 GB165–248 tok/sTight / slow
Q3_K_M15.6 GB151–226 tok/sWon't fit
Q4_K_M20.6 GB134–201 tok/sWon't fit
Q5_K_M24.0 GB124–186 tok/sWon't fit
Q6_K29.0 GB112–168 tok/sWon't fit
Q8_035.6 GB100–150 tok/sWon't fit
FP1666.9 GB65–98 tok/sWon't fit

Ran Laguna XS 2.1 (MoE) on a NVIDIA RTX 4080 (16GB)? Add your real numbers →