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LLM decoding strategies

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July 2, 2025Technology

7 LLM Decoding Strategies: Top-P vs Temperature vs Beam Search (2025)

Compare 7 LLM sampling methods: Top-P (Nucleus), Temperature, Beam Search, Min-P, Mirostat. Fix repetitive outputs, improve quality. Includes parameter tuning guide for GPT/Claude/Gemini.

yong qiang

LLM decoding strategies Top-P sampling Temperature+2 more