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  5. Top-K Sampling
Prompting & Interaction

Top-K Sampling

Top-k sampling restricts each generation step to the k tokens with the highest model probability.

Ask Melo about this← all terms

Probabilities outside the selected set are removed and the remaining values are renormalized before sampling. A fixed k gives a constant candidate count even when the distribution is unusually sharp or flat.

Related terms

TemperatureTop-P SamplingTokenTokenization