Unverified50% confidenceFactExact time
At temperature: 0, sampling degenerates to greedy decoding, and given the same model weights and input token sequence, the decoding path is fully deterministic.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
With Temperature Set to 0, Regex Beat the Prompt
rss10/18/2026
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Related Claims
UnverifiedA response with zero output tokens does not mean no inference occurred, because the model completed a full encoding and forward computation, only outputting structured options rather than generating verbatim.71% similarVerifiedConstrained Decoding computes the set of valid tokens at each token step of autoregressive generation based on a finite state machine or context-free grammar and renormalizes the probabilities, mathematically guaranteeing that the output conforms to the target schema.70% similarUnverifiedFountain codes are a class of rateless erasure codes that allow the receiver to recover the complete original data as long as it collects slightly more encoded packets than the amount of original data.65% similarUnverifiedStructured output applies constraints to the model's token sampling via constrained decoding, typically based on finite-state automata (FSA) or context-free grammars (CFG).65% similarUnverified输入Token可以在prefill阶段并行处理，而输出Token必须在decode阶段逐个串行生成65% similar
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