diff --git a/.gitignore b/.gitignore
index b2c615a..7467647 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,6 +5,7 @@ zhipuai/
 data/
 
 *.jsonl
+*.json
 # ./generate_data/*.josnl
 # ./generate_data/*/*/*.josnl
 
diff --git a/generate_data/final_data/merge_jsonl.py b/generate_data/final_data/merge_jsonl.py
new file mode 100644
index 0000000..b8edd10
--- /dev/null
+++ b/generate_data/final_data/merge_jsonl.py
@@ -0,0 +1,60 @@
+import json
+import os
+
+
+def save_merge_json(data_lis, file_path):
+    with open(file_path, 'wt', encoding='utf-8') as file:
+        json.dump(data_lis, file, ensure_ascii=False, separators=(',\n',':'))
+
+
+def get_all_file_paths(folder_path, file_type='.jsonl'):
+    # 确保传入的是一个目录
+    if not os.path.isdir(folder_path):
+        raise ValueError(f"{folder_path} is not a valid directory")
+
+    # 获取文件夹下所有文件的路径
+    file_paths = [os.path.join(folder_path, file) for file in os.listdir(
+        folder_path) if os.path.isfile(os.path.join(folder_path, file)) and (file_type in file)]
+    return file_paths
+
+
+if __name__ == '__main__':
+    conversion_lis = []
+    
+    folder_path = r'./'
+    
+    merge_path = folder_path.split('/')[-1]
+    try:
+        merge_last_path = folder_path.split('/')[-2] if folder_path.split('/')[-2]!='.' else ''
+    except:
+        merge_last_path = '' 
+    print(f'merge_path={merge_path},merge_last_path={merge_last_path}')
+        
+
+    for path in get_all_file_paths(folder_path):
+        print(path)
+
+        with open(path, 'rt', encoding='utf-8') as file:
+            for line in file:
+                # # 移除行尾的换行符
+                # if line == '\n':
+                #     line = line.rstrip('\n')
+                line = line.rstrip('\n')
+                # 解析JSON
+                try:
+                    data = json.loads(line)
+                    conversion_lis.append(data)
+                    # conversion_lis.append('\n')
+                except json.JSONDecodeError as e:
+                    print(f"Error decoding JSON: {e}")
+                    
+    if merge_last_path!='':
+        save_merge_json_path = rf'./{merge_last_path}/{merge_path}_merge.json'  
+    elif merge_path!='':
+        save_merge_json_path = rf'./{merge_path}_merge.json'
+    else:
+        save_merge_json_path = rf'./curr_merge.json'
+                    
+    save_merge_json(data_lis=conversion_lis,
+                    file_path=save_merge_json_path)
+    print(len(conversion_lis),save_merge_json_path)
diff --git a/generate_data/final_data/merge_jsonl_r.py b/generate_data/final_data/merge_jsonl_r.py
new file mode 100644
index 0000000..a29c951
--- /dev/null
+++ b/generate_data/final_data/merge_jsonl_r.py
@@ -0,0 +1,75 @@
+import json
+import os
+
+
+def save_merge_json(data_lis, file_path):
+    with open(file_path, 'wt', encoding='utf-8') as file:
+        json.dump(data_lis, file, ensure_ascii=False, separators=(',\n',':'))
+
+
+def get_all_file_paths(folder_path, file_type='.jsonl'):
+    # 确保传入的是一个目录
+    if not os.path.isdir(folder_path):
+        raise ValueError(f"{folder_path} is not a valid directory")
+
+    # 获取文件夹下所有文件的路径
+    file_paths = [os.path.join(folder_path, file) for file in os.listdir(
+        folder_path) if os.path.isfile(os.path.join(folder_path, file)) and (file_type in file)]
+    return file_paths
+
+
+if __name__ == '__main__':
+    
+    data_ai = 'qwen'  # python merge_jsonl_r.py > qwen.txt
+    # data_ai = 'zhipuai'  # python merge_jsonl_r.py > zhipuai.txt
+    root_dir  = rf'./{data_ai}/'
+    
+    save_final_merge_json_path = f'{data_ai}_final_merge.json'
+
+    subfolders = [os.path.join(root_dir, d) for d in os.listdir(root_dir) if os.path.isdir(os.path.join(root_dir, d))]
+
+    final_list = []
+    for folder_path in subfolders:
+        conversion_lis = []
+        merge_path = folder_path.split('/')[-1]
+        try:
+            merge_last_path = folder_path.split('/')[-2] if folder_path.split('/')[-2]!='.' else ''
+        except:
+            merge_last_path = '' 
+        print(f'merge_path={merge_path},merge_last_path={merge_last_path}')
+            
+
+        for path in get_all_file_paths(folder_path):
+            print(path)
+
+            with open(path, 'rt', encoding='utf-8') as file:
+                for line in file:
+                    # # 移除行尾的换行符
+                    # if line == '\n':
+                    #     line = line.rstrip('\n')
+                    line = line.rstrip('\n')
+                    # 解析JSON
+                    try:
+                        data = json.loads(line)
+                        conversion_lis.append(data)
+                        # conversion_lis.append('\n')
+                    except json.JSONDecodeError as e:
+                        print(f"Error decoding JSON: {e}")
+                        
+            if merge_last_path!='':
+                save_merge_json_path = rf'./{merge_last_path}/{merge_path}_merge.json'  
+            elif merge_path!='':
+                save_merge_json_path = rf'./{merge_path}_merge.json'
+            else:
+                save_merge_json_path = rf'./curr_merge.json'
+                            
+            save_merge_json(data_lis=conversion_lis,
+                            file_path=save_merge_json_path)
+        
+        final_list = final_list+conversion_lis
+        print(len(conversion_lis),len(final_list),save_merge_json_path)
+        
+    save_merge_json(data_lis=final_list,file_path=save_final_merge_json_path)
+    print(save_final_merge_json_path)
+        
+