Transformer 的整体结构，左图Encoder和右图Decoder 可以看到 Transformer 由 Encoder 和 Decoder 两个部分组成，Encoder 和 Decoder 都包含 6 个 block。 Transformer 的工作流程大体如下：

Jan 4, 2026 · 文章浏览阅读10w+次，点赞2.5k次，收藏9.3k次。本文详细介绍了Transformer模型，一种用于自然语言处理的深度学习架构。涵盖了自注意力机制、多头注意力、位置编码等核心概念，并提 …

In electrical engineering, a transformer is a passive component that transfers electrical energy from one electrical circuit to another circuit, or multiple circuits.

Nov 27, 2025 · 如果你想对当下 AI LLM(大语言模型) 的工作原理有所了解，揭开 ChatGPT、DeepSeek 背后的秘密，那一定要认识一下本文的主角 Transformer。 当提起 Transformer 这个话题时，仿佛人 …

Nov 17, 2025 · A transformer is a static electrical device that transfers energy between circuits using electromagnetic induction. It changes AC voltage levels (step-up or step-down) while maintaining the …

May 22, 2026 · A transformer is a device that transfers electric energy from one alternating-current circuit to one or more other circuits, either increasing (stepping up) or reducing (stepping down) the …

Transformers are electrical devices consisting of two or more coils of wire used to transfer electrical energy by means of a changing magnetic field.

Jun 12, 2017 · We show that the Transformer generalizes well to other tasks by applying it successfully to English constituency parsing both with large and limited training data.

Feb 24, 2012 · A transformer is defined as a passive electrical device that transfers electrical energy from one circuit to another through the process of electromagnetic induction.

Aug 4, 2025 · Learn what a transformer is, how it works, its major types (step-up, step-down, isolation), construction details, and real-world applications in power systems and electronics.