Q-KVComm: Efficient Multi-Agent Communication Via Adaptive KV Cache Compression

Boris Kriuk, Logic Ng

Multi-agent Large Language Model (LLM) systems face a critical bottleneck: redundant transmission of contextual information between agents consumes excessive bandwidth and computat…