fix

README.md

@@ -29,7 +29,7 @@ English | [简体中文](README_ch.md)
 
 ## Introduction and Features
 - **PaddleHub** aims to provide developers with rich, high-quality, and directly usable pre-trained models.
-- **Abundant Pre-trained Models**: 360+ pre-trained models cover the 5 major categories, including Image, Text, Audio, Video, and Industrial application. All of them are free for download and offline usage.
+- **Abundant Pre-trained Models**: 360+ pre-trained models cover the 6 major categories, including Wenxin large Models, Image, Text, Audio, Video, and Industrial application. All of them are free for download and offline usage.
 - **No Need for Deep Learning Background**: you can use AI models quickly and enjoy the dividends of the artificial intelligence era.
 - **Quick Model Prediction**: model prediction can be realized through a few lines of scripts to quickly experience the model effect.
 - **Model As Service**: one-line command to build deep learning model API service deployment capabilities.
@@ -37,10 +37,11 @@ English | [简体中文](README_ch.md)
 - **Cross-platform**: support Linux, Windows, MacOS and other operating systems.
 
 ### Recent updates
-- **🔥2022.08.19:** The v2.3.0 version is released. [1] Add five text-to-image domain models based on disco diffusion, three for [English](https://aistudio.baidu.com/aistudio/projectdetail/4444984) and two for Chinese. Welcome to experience our **ERNIE-ViL**-based Chinese text-to-image module [disco_diffusion_ernievil_base](https://aistudio.baidu.com/aistudio/projectdetail/4444998) in aistudio. [2] Support [API call](https://wenxin.baidu.com/moduleApi) for Baidu ERNIE large-scale pre-trained model, including [**ERNIE-ViLG** model](https://aistudio.baidu.com/aistudio/projectdetail/4445016), which supports text-to-image task, and [**ERNIE 3.0 Zeus**](https://aistudio.baidu.com/aistudio/projectdetail/4445054) model, which supports applications such as writing essays, summarization, couplets, question answering, writing novels and completing text.
+- **🔥2022.08.19:** The v2.3.0 version is released, supports Wenxin large models and five text-to-image models based on disco diffusion(dd).
+  - Support [Wenxin large models API](https://wenxin.baidu.com/moduleApi) for Baidu ERNIE large-scale pre-trained model, including [**ERNIE-ViLG** model](https://aistudio.baidu.com/aistudio/projectdetail/4445016), which supports text-to-image task, and [**ERNIE 3.0 Zeus**](https://aistudio.baidu.com/aistudio/projectdetail/4445054) model, which supports applications such as writing essays, summarization, couplets, question answering, writing novels and completing text.
+  - Add five text-to-image domain models based on disco diffusion(dd), three for [English](https://aistudio.baidu.com/aistudio/projectdetail/4444984) and two for Chinese. Welcome to experience our **ERNIE-ViL**-based Chinese text-to-image module [disco_diffusion_ernievil_base](https://aistudio.baidu.com/aistudio/projectdetail/4444998) in aistudio.
 - **2022.02.18:** Added Huggingface Org, add spaces and models to the org: [PaddlePaddle Huggingface](https://huggingface.co/PaddlePaddle)
-- **2021.12.22**，The v2.2.0 version is released. [1]More than 100 new models released，including dialog, speech, segmentation, OCR, text processing, GANs, and many other categories. The total number of pre-trained models reaches [**【360】**](https://www.paddlepaddle.org.cn/hublist). [2]Add an [indexed file](./modules/README.md) including useful information of pretrained models supported by PaddleHub. [3]Refactor README of pretrained models.
-- **2021.05.12:** Add an open-domain dialogue system, i.e., [plato-mini](https://www.paddlepaddle.org.cn/hubdetail?name=plato-mini&en_category=TextGeneration), to make it easy to build a chatbot in wechat with the help of the wechaty, [See Demo](https://github.com/KPatr1ck/paddlehub-wechaty-demo)
+- **🔥2021.12.22**，The v2.2.0 version is released. [1]More than 100 new models released，including dialog, speech, segmentation, OCR, text processing, GANs, and many other categories. The total number of pre-trained models reaches [**【360】**](https://www.paddlepaddle.org.cn/hublist). [2]Add an [indexed file](./modules/README.md) including useful information of pretrained models supported by PaddleHub. [3]Refactor README of pretrained models.
 
 - [【more】](./docs/docs_en/release.md)
 
@@ -48,11 +49,20 @@ English | [简体中文](README_ch.md)
 
 
 ## Visualization Demo [[More]](./docs/docs_en/visualization.md) [[ModelList]](./modules)
+
+
+### **[Wenxin large models](https://www.paddlepaddle.org.cn/hubdetail?name=ernie_vilg&en_category=TextToImage)**
+- Include ERNIE-ViL、ERNIE 3.0 Zeus, supports applications such as text-to-image, writing essays, summarization, couplets, question answering, writing novels and completing text.
+<div align="center">
+<img src="https://user-images.githubusercontent.com/22424850/185588578-e2d1216b-e797-458d-bc6b-0ccb8e1bd1b9.png"  width = "80%"  />
+</div>
+
 ### **[Computer Vision (212 models)](./modules#Image)**
 <div align="center">
 <img src="./docs/imgs/Readme_Related/Image_all.gif"  width = "530" height = "400" />
 </div>
 
+
 - Many thanks to CopyRight@[PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)、[PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection)、[PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN)、[AnimeGAN](https://github.com/TachibanaYoshino/AnimeGANv2)、[openpose](https://github.com/CMU-Perceptual-Computing-Lab/openpose)、[PaddleSeg](https://github.com/PaddlePaddle/PaddleSeg)、[Zhengxia Zou](https://github.com/jiupinjia/SkyAR)、[PaddleClas](https://github.com/PaddlePaddle/PaddleClas) for the pre-trained models, you can try to train your models with them.
 
 

README_ch.md

@@ -38,15 +38,15 @@
 - **【跨平台兼容性】**：可运行于Linux、Windows、MacOS等多种操作系统
 
 ## 近期更新
-- **🔥2022.08.19:** 发布v2.3.0版本新增[文心大模型](https://wenxin.baidu.com/)和dd系列文图生成模型。
+- **🔥2022.08.19:** 发布v2.3.0版本新增[文心大模型](https://wenxin.baidu.com/)和disco diffusion(dd)系列文图生成模型。
    - 支持对[文心大模型API](https://wenxin.baidu.com/moduleApi)的调用, 包括 文图生成模型**ERNIE-ViLG**([体验Demo](https://aistudio.baidu.com/aistudio/projectdetail/4445016)), 以及支持写作文、写文案、写摘要、对对联、自由问答、写小说、补全文本等多个应用的语言模型**ERNIE 3.0 Zeus**([体验Demo](https://aistudio.baidu.com/aistudio/projectdetail/4445054))。
    - 新增基于disco diffusion技术的文图生成dd系列模型5个，其中英文模型([体验Demo](https://aistudio.baidu.com/aistudio/projectdetail/4444984))3个，中文模型2个。欢迎点击链接在aistudio上进行体验基于**ERNIE-ViL**开发的中文文图生成模型disco_diffusion_ernievil_base([体验Demo](https://aistudio.baidu.com/aistudio/projectdetail/4444998))。
+- **2022.02.18:** 加入Huggingface，创建了PaddlePaddle的空间并上传了模型: [PaddlePaddle Huggingface](https://huggingface.co/PaddlePaddle)。
+
 - **🔥2021.12.22**，发布v2.2.0版本新增[预训练模型库官网](https://www.paddlepaddle.org.cn/hublist)。
    - 新增100+高质量模型，涵盖对话、语音处理、语义分割、文字识别、文本处理、图像生成等多个领域，预训练模型总量达到【360+】；
    - 新增模型[检索列表](./modules/README_ch.md)，包含模型名称、网络、数据集和使用场景等信息，快速定位用户所需的模型；
    - 模型文档排版优化，呈现数据集、指标、模型大小等更多实用信息。
-- **2021.05.12**，
-   - 新增轻量级中文对话模型[plato-mini](https://www.paddlepaddle.org.cn/hubdetail?name=plato-mini&en_category=TextGeneration)，可以配合使用wechaty实现微信闲聊机器人，[参考demo](https://github.com/KPatr1ck/paddlehub-wechaty-demo)
 
 
 - [More](./docs/docs_ch/release.md)
@@ -55,7 +55,7 @@
 
 ## **精品模型效果展示[【更多】](./docs/docs_ch/visualization.md)[【模型库】](./modules/README_ch.md)**
 
-### **[大模型](https://www.paddlepaddle.org.cn/hubdetail?name=ernie_vilg&en_category=TextToImage)**
+### **[文心大模型](https://www.paddlepaddle.org.cn/hubdetail?name=ernie_vilg&en_category=TextToImage)**
 - 包含大模型ERNIE-ViL、ERNIE 3.0 Zeus, 支持文图生成、写作文、写文案、写摘要、对对联、自由问答、写小说、补全文本等多个应用。
 <div align="center">
 <img src="https://user-images.githubusercontent.com/22424850/185588578-e2d1216b-e797-458d-bc6b-0ccb8e1bd1b9.png"  width = "80%"  />

docs/docs_en/release.md

@@ -5,7 +5,7 @@
 ### [1、Support text-to-image domain model]
   - Add five text-to-image domain models based on disco diffusion, in which three models are for English and two for Chinese. Especially, Chinese text-to-image model [disco_diffusion_ernievil_base](https://aistudio.baidu.com/aistudio/projectdetail/4444998) is based on Baidu **ERNIE-ViL**，welcome to experience.
 
-### 【2、Support wenxin api call for ERNIE large-scale pre-trained model】
+### 【2、Support Wenxin large models API】
   - Add api call for [**ERNIE-ViLG**](https://aistudio.baidu.com/aistudio/projectdetail/4445016) model, which supports text-to-image task。
   - Add api call for [**ERNIE 3.0 Zeus**](https://aistudio.baidu.com/aistudio/projectdetail/4445054) model, which supports applications such as writing essays, summarization, couplets, question answering, writing novels and completing text.