ASPIRE combines a unified target-model forward that mixes per-request sparse-attention drafting and full-attention verification, an online per-request scheduler based on smoothed acceptance and a batch-aware draft/verify cost ratio, and one full-attention refresh layer during each draft step to update sparse KV pages. · CiteArk
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ASPIRE combines a unified target-model forward that mixes per-request sparse-attention drafting and full-attention verification, an online per-request scheduler based on smoothed acceptance and a batch-aware draft/verify cost ratio, and one full-attention refresh layer during each draft step to update sparse KV pages.
Source: paper:PDF pp.5–8, §4 and Figure 3
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