diff --git a/.gitignore b/.gitignore
index 68b28a8..1e0a8d5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 **/__pycache__
 .DS_Store
+..idea
 data/
 .pyc
 __pycache__
diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000..26d3352
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml
diff --git a/.idea/ConfPoetryConfig.xml b/.idea/ConfPoetryConfig.xml
new file mode 100644
index 0000000..a492c89
--- /dev/null
+++ b/.idea/ConfPoetryConfig.xml
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ConfPoetryConfig">
+    <option name="pathRules">
+      <list>
+        <option value=".*/config/[^/]+/[^/]+/((env)|(drm)|(log)|(meta)|(scheduler)|(serviceGroup)|(zdal)|(ci))/[^/]+" />
+        <option value=".*/config/[^/]+/dbSql/[^/]+" />
+        <option value=".*/conf/iac/[^/]+/((env)|(drm)|(log)|(meta)|(scheduler)|(serviceGroup)|(zdal)|(ci)|(sofamq)|(database))/[^/]+" />
+        <option value=".*/conf/iac/[^/]+/msg/(pub|sub)/[^/]+" />
+      </list>
+    </option>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/codefuse-devops-eval.iml b/.idea/codefuse-devops-eval.iml
new file mode 100644
index 0000000..8b8c395
--- /dev/null
+++ b/.idea/codefuse-devops-eval.iml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..13fecf3
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (pythonProject)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..9cd801d
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/codefuse-devops-eval.iml" filepath="$PROJECT_DIR$/.idea/codefuse-devops-eval.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..94a25f7
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/README.md b/README.md
index 333d075..73919b6 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p align="center"> <img src="images/devops_eval_logo.png" style="width: 100%;" id="title-icon">       </p>
 
 <p align="center">
-  🤗 <a href="https://huggingface.co/datasets/codefuse-admin/devopseval-exam" target="_blank">Hugging Face</a> • ⏬ <a href="#data" target="_blank">Data</a> • 📖 <a href="resources/tutorial.md" target="_blank">Tutorial</a>
+  🤗 <a href="https://huggingface.co/datasets/DevOps-Eval/devopseval-exam" target="_blank">Hugging Face</a> • ⏬ <a href="#-data" target="_blank">Data</a> • 📖 <a href="resources/tutorial.md" target="_blank">Tutorial</a>
   <br>
   <a href="https://github.com/codefuse-ai/codefuse-devops-eval/blob/main/README_zh.md">   中文</a> | <a href="https://github.com/codefuse-ai/codefuse-devops-eval/blob/main/README.md"> English </a>
 </p>
@@ -166,7 +166,7 @@ Below are zero-shot and five-shot accuracies from the models that we evaluate in
   File_Dir="devopseval-exam"
   test_df=pd.read_csv(os.path.join(File_Dir,"test","UnitTesting.csv"))
   ```
-* Method 2: Directly load the dataset using [Hugging Face datasets](https://huggingface.co/datasets/codefuse-admin/devopseval-exam):
+* Method 2: Directly load the dataset using [Hugging Face datasets](https://huggingface.co/datasets/DevOps-Eval/devopseval-exam):
   ```python
   from datasets import load_dataset
   dataset=load_dataset(r"DevOps-Eval/devopseval-exam",name="UnitTesting")
@@ -177,6 +177,8 @@ Below are zero-shot and five-shot accuracies from the models that we evaluate in
 #### 👀 Notes
 To facilitate usage, we have organized the category name handlers and English/Chinese names corresponding to 55 subcategories. Please refer to [category_mapping.json](resources/categroy_mapping.json) for details. The format is:
 
+
+
 ```
 {
   "UnitTesting.csv": [
