add glue results in side

src/side/glue_results.py

@@ -1,9 +1,12 @@
 import argparse
 import os
 import re
+import numpy as np
 import json
+import jsonlines
 import random
 import evaluate
+from pathlib import Path
 from datasets import load_dataset
 from collections import defaultdict
 
@@ -227,11 +230,18 @@ def rte_get_pred(pred):
         )
 
         eval_metric = metric.compute()
-        for key in list(metric.keys()):
+        for key in list(eval_metric.keys()):
             eval_metric[f"{key}_{task_name}"] = eval_metric[key]
             del eval_metric[key]
 
         eval_metrics.update(eval_metric)
+
+    average = [] 
+    for key in ["matthews_correlation_cola", "accuracy_sst2", "f1_mrpc", "spearmanr_stsb", "f1_qqp", "accuracy_mnli", "accuracy_qnli", "accuracy_wnli"]:
+        average.append(eval_metrics[key])
+
+    average = np.mean(average)
+    eval_metrics["average"] = average
 
     print(len(labels), eval_metrics)