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Correctness Forensics for Batch Speculative Decoding: Diagnosing the Ragged Tensor Problem

Zhang, Ranran Haoran et al.
arXiv (OAI Expanded) · Papers
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artificial-intelligencecomputation-and-language
Inference optimizations are routinely evaluated by throughput alone, without verifying output correctness. We conduct a forensic analysis of batch speculative decoding and find that several widely-used implementations silently produce corrupted outputs (repetitive tokens, symbols) while report
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