The KV Cache Survival Guide: Why Your GPU Runs Out of Memory with Local LLMs

Executive Summary

Addresses the #1 pain point for developers using local LLMs: VRAM bottlenecks. Explains why GPUs run out of memory mid-conversation and provides a visual calculator for model weights + KV cache + overhead.