Update README.md

README.md

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 **Chuxin-1.6B-1M**是基于Chuxin-1.6B-base模型在1M窗口下训练后的结果，大海捞针实验显示其具有非常强的上下文检索能力。
 
 
-如果您想了解更多关于Chuxin-1.6B开源模型的细节，我们建议您参阅我们的技术报告[Arxiv](https://xxxx)
+如果您想了解更多关于Chuxin-1.6B开源模型的细节，我们建议您参阅我们的[技术报告](https://xxxx)
 
 **Chuxin-1.6B-Base** is a model with 1.6 billion parameters. Chuxin-1.6B is built entirely on open-source data. After being trained with large-scale data, Chuxin has very competitive capabilities in various downstream tasks.
 
 **Chuxin-1.6B-1M** is the result of training the Chuxin-1.6B-base model with a 1M windows. Experiments such as searching for a needle in a haystack demonstrate its strong contextual retrieval abilities.
 
-If you would like to learn more about the Chuxin-1.6B open-source model, we suggest you refer to our technical report on [Arxiv](https://xxxx).
+If you would like to learn more about the Chuxin-1.6B open-source model, we suggest you refer to our [technical report](https://xxxx).
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 ## 快速使用（Quickstart）