51CTO

抖音大模型二面：讲讲 Transformer 架构的基本原理？Encoder 和 Decoder 是 ...

来讲讲 Transformer 架构的基本原理？Encoder 和 Decoder 是什么？Transformer 这道题想听的不是「Attention is all you need」这种口号，而是 RNN 卡在哪两点、Attention 怎么把这两点都破了、三种架构变体打了一圈为什么是 Decoder-only 赢到现在。 👔面试官：来讲讲 Transformer 架构 ...
Hacker

Building a Transformer From Scratch in Annotated PyTorch

A complete walkthrough of implementing the original Attention Is All You Need encoder-decoder Transformer—no torch. nn.Transformer, no shortcuts. The 2017 paper "Attention Is All You Need" by Vaswani ...
Hacker

Inside Transformers: The Hidden Tech Behind LLM's and Chatbots like ChatGPT

This post tries to explain inner blocks of Transformer architecture which is the secret sauce behind all the Large language models and Chatbots with an example. Historically RNN’s like LSTM’s and ...
51CTO

51CTO运维帮

在上一篇文章中介绍了大模型的嵌入和向量，这一篇来介绍一下大模型的经典架构之Transformer架构的编码器和解码器。 像很多人一样，一直在奇怪Transformer架构经过多层编码和解码之后就能处理输入数据并生成新的数据；所以，今天我们就来深入了解一下Transformer ...
marktechpost

Deep Learning Architectures From CNN, RNN, GAN, and Transformers To Encoder-Decoder ...

CNNs are specialized deep neural networks for processing data with a grid-like topology, such as images. A CNN automatically detects the important features without any human supervision. They are ...
IEEE

MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation

Abstract: Multiscale video transformers have been explored in a wide variety of vision tasks. To date, however, the multiscale processing has been confined to the encoder or decoder alone. We present ...
Frontiers

Deep learning model-transformer based wind power forecasting approach

The uncertainty and fluctuation are the major challenges casted by the large penetration of wind power (WP). As one of the most important solutions for tackling these issues, accurate forecasting is ...