AOSpec co-speculates actions and observations in LLM agents, using expected-value decoding and joint action-state verification to hide tool execution latency, achieving 11.8-32.5% end-to-end latency savings in trace replay.
https://groq.com/blog/groq-first-generation-14nm-chip- just-got-a-6x-speed-boost-introducing-llama-3-1-70b- speculative-decoding-on-groqcloud
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AOSpec: Action and Observation Co-Speculation for Low-Latency Agent Serving
AOSpec co-speculates actions and observations in LLM agents, using expected-value decoding and joint action-state verification to hide tool execution latency, achieving 11.8-32.5% end-to-end latency savings in trace replay.