This repository aggregates academic papers on KV Cache Compression, a set of methods for reducing the memory and computational overhead of attention mechanisms in transformers. It includes implementations like kvpress and KVCache-Factory, benchmarks, and survey papers. The list is continuously updated as the field progresses.