ML models are probabilistic. Imagine that you want to know what’s the best cuisine in the world. If you ask someone this question twice, a minute apart, thei...

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This post discusses the sampling strategies used in text generation, including temperature, top-k, and top-p sampling. It covers the impact of these strategies on the model's creativity and coherence. The post also explores how to improve a model's performance through test time sampling and generate structured outputs in a desired format. Overall, understanding sampling techniques is crucial for leveraging AI models effectively.

Sampling for Text Generation