can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 6000 Ada (48GB) run Laguna XS 2.1 (MoE)?

Laguna · openmdw-1.1 · estimated for a 48.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Laguna XS 2.1 (MoE) at Q8_0 · 35.6 GB · 122–184 tok/s on a NVIDIA RTX 6000 Ada (48GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K12.2 GB192–288 tok/sRuns great
Q3_K_M15.6 GB177–266 tok/sRuns great
Q4_K_M20.6 GB159–239 tok/sRuns great
Q5_K_M24.0 GB149–224 tok/sRuns great
Q6_K29.0 GB136–204 tok/sRuns great
Q8_035.6 GB122–184 tok/sRuns great
FP1666.9 GB82–124 tok/sWon't fit
Open the full calculator →Everything a NVIDIA RTX 6000 Ada (48GB) runsLaguna XS 2.1 (MoE) on other machinesWhat to buy to run it →

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