Towards Data Science | Medium Follow The KV Cache Tax: Why Inference Servers Run Out of Memory Before Compute A VRAM budget formula for LLM serving, and three optimization strategies mapped to the traffic patterns that trigger the OOM. https://towardsdatascience.com/the-kv-cache-tax-why-inference-servers-run-out-of-memory-before-compute/ towardsdatascience.com