Upload README.md

README.md

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 ## Brief Introduction
 
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 | ![cyberpunk](examples/cyberpunk.jpeg) | ![shiba](examples/shiba.jpeg) | ![ds](examples/ds.jpeg)         |
 | ------------------------------------- | ----------------------------- | ------------------------------- |
 | ![waitan](examples/waitan.jpeg)       | ![gf](examples/gf.jpeg)       | ![ssh](examples/ssh.jpeg)       |
 | ![cat](examples/cat.jpeg)             | ![robot](examples/robot.jpeg) | ![castle](examples/castle.jpeg) |
 
-大概是huggingface 社区首个开源的Stable diffusion 2 中文模型。该模型基于stable diffusion V2.1模型，在约500万条的中国风格特挑中文数据上进行微调，数据来源于多个开源数据集如[LAION-5B](https://laion.ai/blog/laion-5b/),  [Noah-Wukong](https://wukong-dataset.github.io/wukong-dataset/), [Zero](https://zero.so.com/)和一些网络数据。
+大概是Huggingface 🤗社区首个开源的Stable diffusion 2 中文模型。该模型基于stable diffusion V2.1模型，在约500万条的中国风格特挑中文数据上进行微调，数据来源于多个开源数据集如[LAION-5B](https://laion.ai/blog/laion-5b/),  [Noah-Wukong](https://wukong-dataset.github.io/wukong-dataset/), [Zero](https://zero.so.com/)和一些网络数据。
 
-Probably the first open sourced Chinese Stable Diffusion 2 model. This model is finetuned based on stable diffusion V2.1 with 5M chinese style filtered data. Dataset is composed of several different chinese open source dataset such as [LAION-5B](https://laion.ai/blog/laion-5b/),  [Noah-Wukong](https://wukong-dataset.github.io/wukong-dataset/), [Zero](https://zero.so.com/) and some web data.
+Probably the first open sourced Chinese Stable Diffusion 2 model in Huggingface🤗 community. This model is finetuned based on stable diffusion V2.1 with 5M chinese style filtered data. Dataset is composed of several different chinese open source dataset such as [LAION-5B](https://laion.ai/blog/laion-5b/),  [Noah-Wukong](https://wukong-dataset.github.io/wukong-dataset/), [Zero](https://zero.so.com/) and some web data.
 
 
 
 ## Model Details
 
-### 文本编码器
+### 文本编码器/Text Encoder
 
 文本编码器使用冻结参数的[lyua1225/clip-huge-zh-75k-steps-bs4096](https://huggingface.co/lyua1225/clip-huge-zh-75k-steps-bs4096)。