Will it fit? Will it crash?

Estimate VRAM, OOM risk, and hardware fit before you deploy.

[ Configuration ]

Select presets or enter custom values. Estimates are directional.

GPU (preset)

Baseline engine

GPU VRAM (GB)

System RAM (GB)

Fast SSD cache (GB)

Model (preset)

Quantization

Model size (B params)

Context length

Concurrent sessions

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