Transformer iN Transformer(TNT) TNT架构 给定一张图片,我们会将其分为 n 个patches \chi = [X^1, X^2, \dots, X^n] \in R^{n \times p \times p \times 3} ,其中 p \times p 表示每个patch的分辨率。我们将visual patches视为我们在前文提到的visual sentences以代表一张图片的信息,每个patch也...
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch - lucidrains/transformer-in-transformer
The transformer CLI can be invoked by usingjava -jar org.eclipse.transformer.cli-<version>.jarfrom now on referred asTransformerCLI. This file can be found in theorg.eclipse.transformer.cli/targetfolder when you build this project by yourself, or you can download and extract theorg.eclipse.tr...
target_sents): de2idx, idx2de = load_de_vocab() en2idx, idx2en = load_en_vocab() #用 zip 函数将源语言和目标语言句子对应起来,并对句子进行截断或填充 x_list, y_list, Sources, Targets = [], [], [], [] for source_sent, target_sent in zip(source_sents, target_sents): x = ...
Transformer是由谷歌团队在 Attention Is All You Need这篇论文中提出,其后可谓红遍大江南北,到目前为止仿佛有种此生不识Transformer,就称英雄也枉然的感觉。而该模型的延展性能力有十分强大,其"变形”应…
Kyubyong Transformer GitHub repository Jalammar - The Illustrated Transformer This is how to train better transformer models 《自然语言处理实战:预训练模型应用及其产品化》安库·A·帕特尔 等著 lilianweng.github.io/po OpenAI Lilian Weng - Transformer based on Tensorflow 《基于深度学习的道路短期交通状态时...
该项目名为「vit-pytorch」，它是一个 Vision Transformer 实现，展示了一种在 PyTorch 中仅使用单个 transformer 编码器来实现视觉分类 SOTA 结果的简单方法。项目当前的 star 量已经达到了 7.5k，创建者为 Phil Wang，ta 在 GitHub 上有 147 个资源库。项目地址：https://github.com/lucidrains/vit-pytorch ...
该项目名为「vit-pytorch」,它是一个 Vision Transformer 实现,展示了一种在 PyTorch 中仅使用单个 transformer 编码器来实现视觉分类 SOTA 结果的简单…
understood, but to no surprise it had several bugs. I realized them mostly thanks to people who issued here, so I'm very grateful to all of them. Though there is theofficial implementationas well as several other unofficial github repos, I decided to update my own one. This update ...
GitHub 链接:https://github.com/openai/transformer-debugger 该项目开放才几个小时,虽然没有经过太多宣传,star 数量上涨得也挺快。 Transformer Debugger 介绍 Transformer Debugger (TDB) 是 OpenAI 对齐团队(Superalignment)开发的一种工具,旨在支持对小体量语言模型的特定行为进行检查。据介绍,该工具把自动可解释性...