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LeanStream: A Speculate-and-Refine Streaming Framework for Efficient on-Device LLM Inference

arXiv cs.LG · 3d ago Cached

LeanStream is a streaming speculate-and-refine framework that enables efficient on-device LLM inference by progressively refining computation and I/O operations, reducing memory usage and improving throughput.

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