GK Question

technology hard fill_blank

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

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