local-deploymentvram-optimization
KV Cache Compression Breakthrough: Structural Rewrite of Local LLM Deployment Costs
llama.cpp achieves 6.8x KV cache compression, cutting 131K context VRAM from 8.2GB to 1.2GB, rewriting local AI hardware procurement logic.
Apr 11·2 min read