SwarmKV eliminates redundant prefill in multi-agent LLM pipelines by computing the KV cache once and sharing it across branches. On a GTX 1080, a two-agent pipeline became 1.95x faster end to end, with the second agent's activation latency dropping 52x. The approach serializes the KV state to a host buffer via llama_state_get_data.
Tap to vote and see what everyone thinks.
BBVA partners AWS to build architecture for faster AI deployment
Summary by ByteBrief