initial commit

train/prepare/helpsteer/helpsteer22jsonl.py

@@ -0,0 +1,27 @@
+import json
+import os
+
+this_dir = os.path.dirname(os.path.abspath(__file__))
+
+
+def mkdir(path):
+    if not os.path.isdir(path):
+        os.mkdir(path)
+
+
+mkdir(this_dir + '/../../data')
+mkdir(this_dir + '/../../data/helpsteer')
+
+for filename in ['train.jsonl', 'validation.jsonl']:
+    with open(this_dir + '/' + filename, 'r') as f:
+        lines = f.readlines()
+
+    role_dict = {'prompt': 'user', 'response': 'assistant'}
+    lines = [json.loads(line) for line in lines]
+    conversations = [{'messages': [{'role': 'user', 'content': line['prompt']},
+                                   {'role': 'assistant', 'content': line['response']}]} for line in lines]
+
+    print(conversations[0])
+
+    with open(this_dir + '/../../data/helpsteer/helpsteer_' + filename[0:-6] + '_all.jsonl', 'w') as f:
+        f.writelines([json.dumps(conv) + '\n' for conv in conversations])