GPU cloud / VRAM calculator
GPU VRAM calculator
Estimate the memory for model weights, then apply adjustable KV cache and runtime headroom. This is a planning estimate; actual memory depends on architecture, context length, batch size and engine.
Weight memory in decimal GB = parameter billions × bytes per parameter. Estimated total = weight memory × headroom. The 1.2 default is a user-adjustable assumption, not a measured guarantee.