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[doc] add requirement and highlight application (#3516)
* [doc] add requirement and highlight application * [doc] link example and application
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This folder provides several examples accelerated by Colossal-AI. The `tutorial` folder is for everyone to quickly try out the different features in Colossal-AI. Other folders such as `images` and `language` include a wide range of deep learning tasks and applications.
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You can find applications such as Chatbot, Stable Diffusion and Biomedicine in the [Applications](https://github.com/hpcaitech/ColossalAI/tree/main/applications) directory.
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## Folder Structure
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```text
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