Unverified50% confidenceSolutionExact time
Constrained Decoding forces the model to sample only from a predefined set of tokens at inference time, achieving latency with near-zero additional overhead.
1
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50%
Confidence
Long-term
Relevance
9/27/2026
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Related Claims
UnverifiedStructured Outputs通过约束解码（Constrained Decoding）技术实现，在模型生成token时动态限制可选token的范围78% similarUnverifiedOutlines adopts a Constrained Decoding approach, constraining the model's sampling behavior at each step of generation.78% similarUnverifiedSpeculative Decoding is a pure inference-time optimization that does not require modifying the target model's training process76% similarUnverifiedConstrained decoding forces the model to produce output conforming to a preset structure by masking out tokens that do not comply with the target grammar or schema at each generation step.75% similarVerifiedSpeculative decoding is a lossless acceleration technique that does not alter the model's output distribution; it uses a draft model with far fewer parameters than the target model to generate candidate tokens, which the target model then verifies in parallel.74% similar
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