Upload create_dataset.py

create_dataset.py

@@ -0,0 +1,23 @@
+from datasets import load_dataset
+
+
+def main():
+    raw_dset = load_dataset("glue", "qnli")
+    raw_dset = raw_dset.rename_column("question", "text1")
+    raw_dset = raw_dset.rename_column("sentence", "text2")
+    text_labs = ["entailment", "not entailment"]
+
+    for split, dset in raw_dset.items():
+        label_text = []
+        for i in dset["label"]:
+            if i >= 0:
+                label_text.append(text_labs[i])
+            else:
+                label_text.append("unlabeled")
+        dset = dset.add_column("label_text", label_text)        
+        dset.to_json(f"{split}.jsonl")
+
+
+if __name__ == "__main__":
+    main()
+    print("Job's done!")