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[doc] update some translations with README-zh-Hans.md (#5382)

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@ -141,10 +141,10 @@ Colossal-AI 为您提供了一系列并行组件。我们的目标是让您的
[[模型权重]](https://huggingface.co/hpcai-tech/Colossal-LLaMA-2-7b-base)
- 13B: 万元预算打造高质量13B私有模型
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/applications/Colossal-LLaMA-2)
[[blog]](https://hpc-ai.com/blog/colossal-llama-2-13b)
[[HuggingFace model weights]](https://huggingface.co/hpcai-tech/Colossal-LLaMA-2-13b-base)
[[Modelscope model weights]](https://www.modelscope.cn/models/colossalai/Colossal-LLaMA-2-13b-base/summary)
[[代码]](https://github.com/hpcaitech/ColossalAI/tree/main/applications/Colossal-LLaMA-2)
[[博客]](https://hpc-ai.com/blog/colossal-llama-2-13b)
[[HuggingFace 模型权重]](https://huggingface.co/hpcai-tech/Colossal-LLaMA-2-13b-base)
[[Modelscope 模型权重]](https://www.modelscope.cn/models/colossalai/Colossal-LLaMA-2-13b-base/summary)
| Model | Backbone | Tokens Consumed | MMLU (5-shot) | CMMLU (5-shot) | AGIEval (5-shot) | GAOKAO (0-shot) | CEval (5-shot) |
|:------------------------------:|:----------:|:---------------:|:-------------:|:--------------:|:----------------:|:---------------:|:--------------:|
@ -264,8 +264,8 @@ Colossal-AI 为您提供了一系列并行组件。我们的目标是让您的
</p>
- 700亿参数LLaMA2训练加速195%
[[code]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/llama2)
[[blog]](https://www.hpc-ai.tech/blog/70b-llama2-training)
[[代码]](https://github.com/hpcaitech/ColossalAI/tree/main/examples/language/llama2)
[[博客]](https://www.hpc-ai.tech/blog/70b-llama2-training)
### LLaMA1
<p align="center">
@ -361,7 +361,8 @@ Colossal-AI 为您提供了一系列并行组件。我们的目标是让您的
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/SwiftInfer.jpg" width=800/>
</p>
- [SwiftInfer](https://github.com/hpcaitech/SwiftInfer): Inference performance improved by 46%, open source solution breaks the length limit of LLM for multi-round conversations
- [SwiftInfer](https://github.com/hpcaitech/SwiftInfer): 开源解决方案打破了多轮对话的 LLM 长度限制，推理性能提高了46%
<p id="GPT-3-Inference" align="center">
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/inference_GPT-3.jpg" width=800/>