Hyeongju Ha

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

Role specialization in multi-LLM agent systems is often realized via multi-LoRA, where agents share a pretrained backbone and differ only through lightweight adapters. Despite sharing base model weights, each agent independently builds and stores its own KV cache for the same long, tool-augmented tr…