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[doc] add open-source contribution invitation (#2714) 

* [doc] fix typo

* [doc] add invitation
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README.md
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[![logo](https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/colossal-ai_logo_vertical.png)](https://www.colossalai.org/) [![logo](https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/colossal-ai_logo_vertical.png)](https://www.colossalai.org/)
Colossal-AI: Make big AI models cheaper, easier, and scalable Colossal-AI: Making big AI models cheaper, easier, and scalable
<h3> <a href="https://arxiv.org/abs/2110.14883"> Paper </a> | <h3> <a href="https://arxiv.org/abs/2110.14883"> Paper </a> |
<a href="https://www.colossalai.org/"> Documentation </a> | <a href="https://www.colossalai.org/"> Documentation </a> |

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applications/ChatGPT/README.md
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@ -60,6 +60,19 @@ We also support training reward model with true-world data. See `examples/train_
- [ ] integrate with Ray - [ ] integrate with Ray
- [ ] support more RL paradigms, like Implicit Language Q-Learning (ILQL) - [ ] support more RL paradigms, like Implicit Language Q-Learning (ILQL)
## Invitation to open-source contribution
Referring to the successful attempts of [BLOOM](https://bigscience.huggingface.co/) and [Stable Diffusion](https://en.wikipedia.org/wiki/Stable_Diffusion), any and all developers and partners with computing powers, datasets, models are welcome to join and build an ecosystem with Colossal-AI, making efforts towards the era of big AI models from the starting point of replicating ChatGPT!
You may contact us or participate in the following ways:
1. Posting an [issue](https://github.com/hpcaitech/ColossalAI/issues/new/choose) or submitting a [PR](https://github.com/hpcaitech/ColossalAI/pulls) on GitHub
2. Join the Colossal-AI community on
[Slack](https://join.slack.com/t/colossalaiworkspace/shared_invite/zt-z7b26eeb-CBp7jouvu~r0~lcFzX832w),
and [WeChat](https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/WeChat.png "qrcode") to share your ideas.
3. Check out and fill in the [cooperation proposal](https://www.hpc-ai.tech/partners)
4. Send your proposal to email contact@hpcaitech.com
Thanks so much to all of our amazing contributors!
## Quick Preview ## Quick Preview
<p id="ChatGPT_scaling" align="center"> <p id="ChatGPT_scaling" align="center">
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/applications/chatgpt/ChatGPT%20scaling.png" width=800/> <img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/applications/chatgpt/ChatGPT%20scaling.png" width=800/>