diff --git a/README.md b/README.md
index a02fd653c..e10839eee 100644
--- a/README.md
+++ b/README.md
@@ -7,11 +7,11 @@
 <h4 align="center">
     <p>
         <b>English</b> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_zh-hans.md">简体中文</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_es.md">Español</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_jp.md">日本語</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_ko.md">한국어</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_hindi.md">हिंदी</a>
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_zh-hans.md">简体中文</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_es.md">Español</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_jp.md">日本語</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_ko.md">한국어</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_hindi.md">हिंदी</a>
     <p>
 </h4>
 
diff --git a/docs/readme/README_es.md b/docs/readme/README_es.md
index c02dcf0be..7defd8422 100644
--- a/docs/readme/README_es.md
+++ b/docs/readme/README_es.md
@@ -7,11 +7,11 @@
 <h4 align="center">
     <p>
         <a href="https://github.com/OptimalScale/LMFlow/blob/main/README.md">English</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_zh-hans.md">简体中文</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_zh-hans.md">简体中文</a> |
         <b>Español</b> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_jp.md">日本語</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_ko.md">한국어</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_hindi.md">हिंदी</a>
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_jp.md">日本語</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_ko.md">한국어</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_hindi.md">हिंदी</a>
     <p>
 </h4>
 
@@ -281,4 +281,4 @@ Si encuentras este repositorio útil, por favor considera darle ⭐ y citarlo:
   journal={arXiv preprint arXiv:2403.17919},
   year={2024}
 }
-```
\ No newline at end of file
+```
diff --git a/docs/readme/README_hindi.md b/docs/readme/README_hindi.md
index 63cea6a55..cf9049b55 100644
--- a/docs/readme/README_hindi.md
+++ b/docs/readme/README_hindi.md
@@ -7,10 +7,10 @@
 <h4 align="center">
     <p>
         <a href="https://github.com/OptimalScale/LMFlow/blob/main/README.md">English</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_zh-hans.md">简体中文</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_es.md">Español</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_jp.md">日本語</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_ko.md">한국어</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_zh-hans.md">简体中文</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_es.md">Español</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_jp.md">日本語</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_ko.md">한국어</a> |
         <b>हिंदी</b>
     <p>
 </h4>
diff --git a/docs/readme/README_jp.md b/docs/readme/README_jp.md
index e23beb0cf..eecd088a0 100644
--- a/docs/readme/README_jp.md
+++ b/docs/readme/README_jp.md
@@ -7,11 +7,11 @@
 <h4 align="center">
     <p>
         <a href="https://github.com/OptimalScale/LMFlow/blob/main/README.md">English</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_zh-hans.md">简体中文</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_es.md">Español</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_zh-hans.md">简体中文</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_es.md">Español</a> |
         <b>日本語</b> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_ko.md">한국어</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_hindi.md">हिंदी</a>
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_ko.md">한국어</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_hindi.md">हिंदी</a>
     <p>
 </h4>
 
@@ -299,4 +299,4 @@ GPT-2 XLを例に挙げますと、次のコマンドを使用して評価を開
   journal={arXiv preprint arXiv:2403.17919},
   year={2024}
 }
-```
\ No newline at end of file
+```
diff --git a/docs/readme/README_ko.md b/docs/readme/README_ko.md
index 81da4ba72..0b365e431 100644
--- a/docs/readme/README_ko.md
+++ b/docs/readme/README_ko.md
@@ -7,11 +7,11 @@
 <h4 align="center">
     <p>
         <a href="https://github.com/OptimalScale/LMFlow/blob/main/README.md">English</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_zh-hans.md">简体中文</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_es.md">Español</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_jp.md">日本語</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_zh-hans.md">简体中文</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_es.md">Español</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_jp.md">日本語</a> |
         <b>한국어</b> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_hindi.md">हिंदी</a>
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_hindi.md">हिंदी</a>
     <p>
 </h4>
 
diff --git a/docs/readme/README_zh-hans.md b/docs/readme/README_zh-hans.md
index 56b5bc71e..c450d19a4 100644
--- a/docs/readme/README_zh-hans.md
+++ b/docs/readme/README_zh-hans.md
@@ -8,10 +8,10 @@
     <p>
         <a href="https://github.com/OptimalScale/LMFlow/blob/main/README.md">English</a> |
         <b>简体中文</b> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_es.md">Español</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_jp.md">日本語</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_ko.md">한국어</a> |
-        <a href="https://github.com/OptimalScale/LMFlow/blob/main/readme/README_hindi.md">हिंदी</a>
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_es.md">Español</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_jp.md">日本語</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_ko.md">한국어</a> |
+        <a href="https://github.com/OptimalScale/LMFlow/blob/main/docs/readme/README_hindi.md">हिंदी</a>
     <p>
 </h4>
 
@@ -294,4 +294,4 @@ python ./examples/chatbot_gradio.py --deepspeed configs/ds_config_chatbot.json -
   journal={arXiv preprint arXiv:2403.17919},
   year={2024}
 }
-```
\ No newline at end of file
+```