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Among the two prior self-speculative baselines, Vegas was generally stronger than MagicDec, especially on the 8B models, although their Qwen3-1.7B overall speedups tied at 2.62×. Both remained below ASPIRE’s per-model overall speedup on all three models. · CiteArk