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llm-sampling

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Burakkylmz / llm-sampling-lab

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An experiment-driven laboratory for understanding LLM sampling strategies. Explore how Temperature, Top-k, and Top-p influence token probabilities and generation diversity through reproducible simulations, visualizations, and real Groq API experiments.

python docker data-visualization temperature top-k probability-distributions ai-education sampling-strategies nucleus-sampling large-language-models llm top-p groq-api llm-experiments llm-sampling
  • Updated Oct 20, 2026
  • Python

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