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[doc] add GPU cloud playground (hpcaitech#5851)
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* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

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10 changes: 10 additions & 0 deletions README.md
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<a href="https://www.colossalai.org/"> Documentation </a> |
<a href="https://github.com/hpcaitech/ColossalAI/tree/main/examples"> Examples </a> |
<a href="https://github.com/hpcaitech/ColossalAI/discussions"> Forum </a> |
<a href="https://cloud.luchentech.com/">GPU Cloud Playground </a> |
<a href="https://hpc-ai.com/blog"> Blog </a></h3>

[![GitHub Repo stars](https://img.shields.io/github/stars/hpcaitech/ColossalAI?style=social)](https://github.com/hpcaitech/ColossalAI/stargazers)
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[[blog]](https://hpc-ai.com/blog/open-sora-from-hpc-ai-tech-team-continues-open-source-generate-any-16-second-720p-hd-video-with-one-click-model-weights-ready-to-use)
[[Model weights]](https://github.com/hpcaitech/Open-Sora?tab=readme-ov-file#model-weights)
[[Demo]](https://github.com/hpcaitech/Open-Sora?tab=readme-ov-file#-latest-demo)
[[GPU Cloud Playground]](https://cloud.luchentech.com/)
[[OpenSora Image]](https://cloud.luchentech.com/doc/docs/image/open-sora/)

<div align="center">
<a href="https://youtu.be/ilMQpU71ddI?si=J4JSPzZ03ycYmlki">
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### Colossal-LLaMA-2

[[GPU Cloud Playground]](https://cloud.luchentech.com/)
[[LLaMA3 Image]](https://cloud.luchentech.com/doc/docs/image/llama)

- 7B: One half-day of training using a few hundred dollars yields similar results to mainstream large models, open-source and commercial-free domain-specific LLM solution.
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/applications/Colossal-LLaMA-2)
[[blog]](https://www.hpc-ai.tech/blog/one-half-day-of-training-using-a-few-hundred-dollars-yields-similar-results-to-mainstream-large-models-open-source-and-commercial-free-domain-specific-llm-solution)
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- 70 billion parameter LLaMA3 model training accelerated by 18%
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/llama)
[[GPU Cloud Playground]](https://cloud.luchentech.com/)
[[LLaMA3 Image]](https://cloud.luchentech.com/doc/docs/image/llama)

### LLaMA2
<p align="center">
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- Large AI models inference speed doubled, compared to the offline inference performance of vLLM in some cases.
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/colossalai/inference)
[[blog]](https://hpc-ai.com/blog/colossal-inference)
[[GPU Cloud Playground]](https://cloud.luchentech.com/)
[[LLaMA3 Image]](https://cloud.luchentech.com/doc/docs/image/llama)

### Grok-1
<p id="Grok-1" align="center">
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6 changes: 6 additions & 0 deletions applications/Colossal-LLaMA/README.md
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<h1>
Colossal-LLaMA
</h1>

<h3>
<a href="https://cloud.luchentech.com/">GPU Cloud Playground </a> </a> |
<a href="https://cloud.luchentech.com/doc/docs/image/llama"> LLaMA3 Image </a>
</h3>

</div>

## Table of Contents
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6 changes: 6 additions & 0 deletions applications/ColossalEval/README.md
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<h1>
<img src="https://github.com/hpcaitech/public_assets/blob/main/applications/colossal-llama-2/colossaleval.jpg?raw=true" width=800/>
</h1>

<h3>
<a href="https://cloud.luchentech.com/">GPU Cloud Playground </a> </a> |
<a href="https://cloud.luchentech.com/doc/docs/image/colossal-eval"> Colossal-Eval Image </a>
</h3>

</div>

## Table of Contents
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9 changes: 9 additions & 0 deletions applications/README.md
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This directory contains the applications that are powered by Colossal-AI.

<div align="center">

<h3>
<a href="https://cloud.luchentech.com/">GPU Cloud Playground </a> </a> |
<a href="https://cloud.luchentech.com/doc/docs/intro"> Playground Document </a>
</h3>

</div>

The list of applications include:

- [X] [Open-Sora](https://github.com/hpcaitech/Open-Sora): Revealing Complete Model Parameters, Training Details, and Everything for Sora-like Video Generation Models
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11 changes: 10 additions & 1 deletion docs/README-zh-Hans.md
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<a href="https://www.colossalai.org/"> 文档 </a> |
<a href="https://github.com/hpcaitech/ColossalAI/tree/main/examples"> 例程 </a> |
<a href="https://github.com/hpcaitech/ColossalAI/discussions"> 论坛 </a> |
<a href="https://cloud.luchentech.com/">潞晨云 </a> |
<a href="https://hpc-ai.com/blog"> 博客 </a></h3>

[![GitHub Repo stars](https://img.shields.io/github/stars/hpcaitech/ColossalAI?style=social)](https://github.com/hpcaitech/ColossalAI/stargazers)
Expand Down Expand Up @@ -127,6 +128,8 @@ Colossal-AI 为您提供了一系列并行组件。我们的目标是让您的
[[博客]](https://hpc-ai.com/blog/open-sora-from-hpc-ai-tech-team-continues-open-source-generate-any-16-second-720p-hd-video-with-one-click-model-weights-ready-to-use)
[[模型权重]](https://github.com/hpcaitech/Open-Sora?tab=readme-ov-file#model-weights)
[[演示样例]](https://github.com/hpcaitech/Open-Sora?tab=readme-ov-file#-latest-demo)
[[潞晨云]](https://cloud.luchentech.com/)
[[OpenSora镜像]](https://cloud.luchentech.com/doc/docs/image/open-sora/)

<div align="center">
<a href="https://www.bilibili.com/video/BV1Fm421G7bV">
Expand All @@ -135,6 +138,8 @@ Colossal-AI 为您提供了一系列并行组件。我们的目标是让您的
</div>

### Colossal-LLaMA-2
[[潞晨云]](https://cloud.luchentech.com/)
[[LLaMA3 镜像]](https://cloud.luchentech.com/doc/docs/image/llama)

- 7B:千元预算半天训练,效果媲美主流大模型,开源可商用中文LLaMA-2
[[代码]](https://github.com/hpcaitech/ColossalAI/tree/main/applications/Colossal-LLaMA-2)
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</p>

- 700亿参数LLaMA3训练加速18%
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/llama)
[[代码]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/llama)
[[潞晨云]](https://cloud.luchentech.com/)
[[LLaMA3 镜像]](https://cloud.luchentech.com/doc/docs/image/llama)

### LLaMA2
<p align="center">
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- AI大模型推理速度部分接近翻倍,与vLLM的离线推理性能相比
[[代码]](https://github.com/hpcaitech/ColossalAI/tree/main/colossalai/inference)
[[博客]](https://hpc-ai.com/blog/colossal-inference)
[[潞晨云]](https://cloud.luchentech.com/)
[[LLaMA3 镜像]](https://cloud.luchentech.com/doc/docs/image/llama)

### Grok-1
<p id="Grok-1" align="center">
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8 changes: 8 additions & 0 deletions examples/README.md
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# Colossal-AI Examples
<div align="center">

<h3>
<a href="https://cloud.luchentech.com/">GPU Cloud Playground </a> </a> |
<a href="https://cloud.luchentech.com/doc/docs/intro"> Playground Document </a>
</h3>

</div>

## Table of Contents

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