From ec6c8125feec4802a9cd03d4f23b3039ef52d9bd Mon Sep 17 00:00:00 2001 From: KMnO4-zx <1021385881@qq.com> Date: Sun, 2 Jun 2024 11:36:46 +0800 Subject: [PATCH] chore: Update Encoder-Decoder PLM details in README.md --- docs/chapter3/3.2 Eocoder-Decoder.md | 11 +++++++++++ docs/chapter3/figures/2-1.jpg | Bin 0 -> 160186 bytes 2 files changed, 11 insertions(+) create mode 100644 docs/chapter3/figures/2-1.jpg diff --git a/docs/chapter3/3.2 Eocoder-Decoder.md b/docs/chapter3/3.2 Eocoder-Decoder.md index 34ad2d8..f0e944d 100644 --- a/docs/chapter3/3.2 Eocoder-Decoder.md +++ b/docs/chapter3/3.2 Eocoder-Decoder.md @@ -12,4 +12,15 @@ T5 的大一统思想将不同的 NLP 任务如文本分类、问答、翻译等 ![alt text](./figures/2-0.png) +> 图片出自参考文献 [1] + ### (1)模型结构:Encoder-Decoder + +T5 模型采用了 Encoder-Decoder 结构,其中编码器和解码器都是基于 Transformer 架构设计的。编码器用于处理输入文本,解码器用于生成输出文本。编码器和解码器之间通过注意力机制进行信息交互,从而实现输入文本到输出文本的转换。其主要结构如下所示: + +![](./figures/2-1.jpg) + + +**参考文献** + +1. [Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer](http://arxiv.org/abs/1910.10683) \ No newline at end of file diff --git a/docs/chapter3/figures/2-1.jpg b/docs/chapter3/figures/2-1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30a6669f9ff10441209c1f41464b959d8b5c80ae GIT binary patch literal 160186 zcmc$_1zcRqvNt*eNN@rHf)m_H7~D7R5C->P1B1Im6!*b`2lv5U5+Jy{LvVKs{)T<- z+53F&`_8@G_j~ufn%}JHUM*GYU)9ysy?XAa?tcNE%Sp*f0T2)X00j64aKDT&B`Yp& z_!gurC95F$kAf}$oRHoC05-PHjv#5VS6bRSub%z-M~jCtBNHe4hu?og@P5xH9(o4= zMp^$&o&W4Ms;QZi3B1A~{7d5qXATz@51z&||3{kPA#MDRwBSS9&Dq`=UgzyY+EEQ8 z4o{oH(+uYSk~aRAw28grL;X;A9YGswmj_-C^dK>YnXS4i{1*lOB?UMEKmcig*u(R~ z^Ki1u004N;006|uzwa3*001?900804-}h*~0RY%v0D$VjzwiBxiM^4d(VyKR!LLui zU;yAa7XZN21^`|R0RU*af0n^7|3i0BrCS5by@T z4&c6@1&9L>pFGgR6%kHIPmvx7<>^!8r>H1sXs9TtsAw427-;BN=%}ceIG9-2&!6Kw zN5jB9RKm~Y$gMf&GaQ_oP z28SCF;ZOSK<03zOhJu9n1OXLZ?C=}_c#434ga{WB`zaa<0ww_A2_h2mQ=DhGFDUV- 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