AITowards Data Scienceabout 2 hours ago
KV Snapshot Sharing Speeds Multi-Agent LLM Pipelines
1 min read
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.
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