Unverified50% confidenceConceptExact time
Batching compresses N settlements into one, so fees and latency no longer grow linearly with the number of calls.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
Unverified如果流式响应计费实现有误，将每个 chunk 携带的累计 Token 数当作增量叠加，会产生等差数列求和 n(n+1)/2 的放大效应70% similarUnverifiedInputs of different lengths within a batch need to be padded to a uniform length, which introduces additional computational overhead.66% similarUnverified自回归生成具有串行依赖性，第N个Token必须等待第N-1个Token生成完毕，导致大模型输出速度通常只有每秒数十Token66% similarUnverifiedRegister Retiming solves timing violations by inserting additional register stages into overly long combinational logic paths, at the cost of introducing additional pipeline latency.65% similarUnverifiedTo address repetitive generation, a repetition penalty can be introduced to lower the subsequent probability of already-generated tokens, or n-gram blocking can be set to prohibit the repetition of identical n-grams.65% similar
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