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HeteroReason: Heterogeneous FPGA-GPU Acceleration for Disaggregated Speculative Reasoning

Zhang, Zehuan et al.
arXiv (All) · Papers
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Large Reasoning Models (LRMs) have achieved state-of-the-art performance in reasoning tasks by utilizing Chain-of-Thought (CoT) reasoning. To achieve fast execution speed, speculative reasoning techniques adopt a lightweight draft model for candidate token generation followed by process reward model
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