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Featured image for article: KV Cache Memory Math: Calculating Exactly How Much VRAM You Need
Mar 31, 2026 KV cache VRAM calculation GPU memory GQA model deployment inference optimization

KV Cache Memory Math: Calculating Exactly How Much VRAM You Need

The exact formula for KV cache memory and worked examples for every major model architecture. Calculate your GPU requirements precisely.