DesignLex
/人机交互/fine-tuning
论文进阶

fine-tuning

在预训练模型上用任务或特质相关数据再训练,以调整其行为、风格或输出的过程。

English Definition

"The process of further training a pre-trained model on task- or trait-specific data to adjust its behavior, style, or outputs."

用法说明 · 针对中文母语者

在 prompt design 之外,是赋予 AI 个性/风格的另一主流技术手段。

真实用例 · 1

"AI chatbots have been increasingly equipped with human-like personality traits (e.g., Instagram AI Studio and Character.AI) through prompts or fine-tuning [50, 107, 127]."

论文Pipeline extracted — review needed·说明 AI 个性化的两种主要技术路径
由 pipeline 自动采集,待人工 review