Unverified50% confidenceFactExact time
Constrained decoding and function calling can restrict the selectable tokens during the decoding stage, but they still belong to the generation paradigm and output text rather than a directly usable probability distribution.
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50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
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Related Claims
Unverified文本编码器将提示词编码为固定维度嵌入向量，abliteration针对的是token生成过程中的拒绝行为，与嵌入向量输出情况不同76% similarUnverifiedEncoder-based decision models do not perform text generation, and their outputs come from a predefined label space, giving them a structural advantage of being hallucination-free75% similarUnverifiedGrammar-constrained decoding filters out token candidates that do not conform to the target format in real time during model generation, making it physically impossible for the model to output incorrectly formatted content, but it still cannot eliminate semantic errors.74% similarVerifiedConstrained decoding dynamically blocks candidate words that do not conform to the target grammar or schema when the model generates each token, ensuring the output structure is legal at the decoding level.73% similarUnverifiedConstrained decoding dynamically masks, at each sampling step, tokens that do not conform to the target grammar (such as a regular expression or context-free grammar), mathematically excluding illegal outputs.73% similar
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