Matthias Assenmacher

Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation

Decoding strategies for generative large language models (LLMs) are a critical but often underexplored aspect of text generation tasks. Guided by specific hyperparameters, these strategies aim to transform the raw probability distributions produced by language models into coherent, fluent text. In t…