完成「Google DeepMind:訓練小型語言模型」技能徽章進階課程,即可證明您具備下列技能: 提出實際的語言模型研究問題、建構簡單的分詞器、準備資料集來訓練 Transformer 語言模型,以及執行小型語言模型的訓練迴圈。 註冊免付費訂閱方案,即可免付費使用這個實驗室。每個月還能獲得 35 點免付費抵免額!
In this Google DeepMind course, you will learn the fundamentals of language models and gain a high-level understanding of the machine learning development pipeline. You will consider the strengths and limitations of traditional n-gram models and advanced transformer models. Practical coding labs will enable you to develop insights into how machine learning models work and how they can be used to generate text and identify patterns in language. Through real-world case studies, you will build an understanding around how research engineers operate. Drawing on these insights you will identify problems that you wish to tackle in your own community and consider how to leverage the power of machine learning responsibly to address these problems within a global and local context.