Unverified50% confidenceFactExact time
Under exact scores, parallel decoding must pay the full cost of within-block dependencies, whereas SIRS only needs to pay the portion of that dependency cost that exceeds the clipping range.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
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Related Claims
UnverifiedSIRS (Single-Increment Rejection Sampler) randomly samples one increment and uses a single query to estimate the log acceptance probability of the entire block, thereby reducing query cost while preserving unbiasedness.64% similarVerifiedAPI call fees are priced separately for input tokens and output tokens, and the unit price of output tokens is typically higher than that of input tokens, because the output stage requires autoregressive inference.62% similarUnverifiedThe alignment tax refers to the quantifiable cost that alignment measures impose on a model's actual performance, such as decreased accuracy on objective tasks, over-refusal, and homogeneous outputs.59% similarUnverifiedTest results are ranked by actual total cost per thousand queries; token counts come from real answering-call billing rather than estimates, and prices use list pay-as-you-go rates.59% similarUnverifiedWhen evaluating model costs, developers should weigh their own workload's input/output ratio to calculate an effective unit price, rather than directly applying a single discount figure.59% similar
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