舉例來說,2024年的一項研究發現,當使用者以禮貌的方式提問,而不是直接下命令時,大型語言模型的回答更好、更準確。更奇怪的是,這其中還存在著文化差異:與中文和英文相比,如果你對日文聊天機器人過於客氣,它們的表現反而會略遜一籌。
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Trained — weights learned from data by any training algorithm (SGD, Adam, evolutionary search, etc.). The algorithm must be generic — it should work with any model and dataset, not just this specific problem. This encourages creative ideas around data format, tokenization, curriculum learning, and architecture search.