diff --git a/README-en.md b/README-en.md
index 19c9ba8..c8beca8 100644
--- a/README-en.md
+++ b/README-en.md
@@ -407,7 +407,7 @@ python bnb_quantize.py
     model_path=""
     bnb_path=""
   ```
-3. 3. In the MiniCPM/quantize directory, enter the following command in the command line:
+3. In the MiniCPM/quantize directory, enter the following command in the command line:
   ```
     bash quantize_eval.sh
   ```
@@ -416,7 +416,8 @@ python bnb_quantize.py
 <p id="Community"></p>
 
 ## Community
-- [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory.git): [MiniCPM fine-tuning one-click solution](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb?from=from_copylink)
+- [xtuner](https://github.com/InternLM/xtuner): [More efficient fine-tuning options of MiniCPM](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb#AMdXdzz8qoadZhxU4EucELWznzd)
+- [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory.git): [MiniCPM fine-tuning one-click solution](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb#BAWrdSjXuoFvX4xuIuzc8Amln5E)
 - [ChatLLM](https://github.com/foldl/chatllm.cpp): [Run MiniCPM on CPU](https://huggingface.co/openbmb/MiniCPM-2B-dpo-bf16/discussions/2#65c59c4f27b8c11e43fc8796)
 
 
diff --git a/README.md b/README.md
index b9447b4..51eb222 100644
--- a/README.md
+++ b/README.md
@@ -424,7 +424,8 @@ python bnb_quantize.py
 <p id="community"></p>
 
 ## 开源社区
-- [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory.git)：[MiniCPM微调一键式解决方案](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb?from=from_copylink)
+- [xtuner](https://github.com/InternLM/xtuner): [MiniCPM高效率微调的不二选择](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb#AMdXdzz8qoadZhxU4EucELWznzd)
+- [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory.git)：[MiniCPM微调一键式解决方案](https://modelbest.feishu.cn/wiki/AIU3wbREcirOm9kkvd7cxujFnMb#BAWrdSjXuoFvX4xuIuzc8Amln5E)
 - [ChatLLM框架](https://github.com/foldl/chatllm.cpp)：[在CPU上跑MiniCPM](https://huggingface.co/openbmb/MiniCPM-2B-dpo-bf16/discussions/2#65c59c4f27b8c11e43fc8796)