technology hard Fill in the Blank

The technique that enables LLMs to generate multiple plausible responses and select the best is called ________ Sampling.

  1. -a
  2. Stake
  3. kube-scheduler
  4. Beam / Nucleus

Answer: Beam / Nucleus

Advanced decoding: beam search explores multiple hypotheses, nucleus (top-p) sampling truncates low-probability tokens. Balance diversity and coherence in text generation.

Topic Advanced AI/ML
Exam Relevance UPSC, Banking, SSC
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