speceyes-speculative-agentic-acceleration

Accelerate agentic multimodal LLMs via speculative execution without sacrificing accuracy. Use a lightweight tool-free MLLM to predict the main model's decisions and pre-compute tool calls before the main model confirms them. Cognitive gating enables the model to self-assess confidence. Achieves 1.1-3.35x speedup with accuracy improvements up to +6.7%. Use …

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