modified for summary task

rouge_scores.md

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+Epoch 1/15
+Training Loss: 2.3327
+Validation Loss: 1.9963
+ROUGE Scores: {'rouge1': 0.21808722374319384, 'rouge2': 0.1182736024791169, 'rougeL': 0.19976099496233557, 'rougeLsum': 0.19920689338385827}
+Epoch 2/15
+Training Loss: 2.1164
+Validation Loss: 1.9190
+ROUGE Scores: {'rouge1': 0.24314444230564494, 'rouge2': 0.14001878402499457, 'rougeL': 0.2237854024840728, 'rougeLsum': 0.22246462572576908}
+Epoch 3/15
+Training Loss: 2.0179
+Validation Loss: 1.8727
+ROUGE Scores: {'rouge1': 0.23564530968156083, 'rouge2': 0.13669895563342216, 'rougeL': 0.21725589526977998, 'rougeLsum': 0.2151015219135301}
+Epoch 4/15
+Training Loss: 1.9257
+Validation Loss: 1.8389
+ROUGE Scores: {'rouge1': 0.23937899093803855, 'rouge2': 0.13888041555479988, 'rougeL': 0.21854222551451663, 'rougeLsum': 0.21721511685962552}
+Epoch 5/15
+Training Loss: 1.8781
+Validation Loss: 1.8102
+ROUGE Scores: {'rouge1': 0.2412030325505815, 'rouge2': 0.1373245465699872, 'rougeL': 0.22158876960762192, 'rougeLsum': 0.21964406824128718}
+Epoch 6/15
+Training Loss: 1.8266
+Validation Loss: 1.8030
+ROUGE Scores: {'rouge1': 0.24693945766624123, 'rouge2': 0.13859814431515555, 'rougeL': 0.22609207133571282, 'rougeLsum': 0.22456133662136685}
+Epoch 7/15
+Training Loss: 1.7831
+Validation Loss: 1.7842
+ROUGE Scores: {'rouge1': 0.24995693123364204, 'rouge2': 0.13730760003890233, 'rougeL': 0.22966043449504253, 'rougeLsum': 0.22839320529835103}
+Epoch 8/15
+Training Loss: 1.7398
+Validation Loss: 1.7843
+ROUGE Scores: {'rouge1': 0.24797510003323764, 'rouge2': 0.13919083038634567, 'rougeL': 0.22646443435896133, 'rougeLsum': 0.22558282591894607}
+Epoch 9/15
+Training Loss: 1.7068
+Validation Loss: 1.7860
+ROUGE Scores: {'rouge1': 0.25390876204792084, 'rouge2': 0.13814393342112263, 'rougeL': 0.231234438215985, 'rougeLsum': 0.2311260176829176}
+Epoch 10/15
+Training Loss: 1.6779
+Validation Loss: 1.7854
+ROUGE Scores: {'rouge1': 0.25411363403331366, 'rouge2': 0.14468888317851958, 'rougeL': 0.2354872641812709, 'rougeLsum': 0.23342210178892542}
+Epoch 11/15
+Training Loss: 1.6413
+Validation Loss: 1.7642
+ROUGE Scores: {'rouge1': 0.2679774072064855, 'rouge2': 0.14667787569965263, 'rougeL': 0.24705660369839066, 'rougeLsum': 0.2454144686019869}
+Epoch 12/15
+Training Loss: 1.6075
+Validation Loss: 1.7712
+ROUGE Scores: {'rouge1': 0.268361111086107, 'rouge2': 0.15128550708369404, 'rougeL': 0.24768429614360232, 'rougeLsum': 0.24575241584538624}
+Epoch 13/15
+Training Loss: 1.5857
+Validation Loss: 1.7618
+ROUGE Scores: {'rouge1': 0.28096384664011065, 'rouge2': 0.1595810134136424, 'rougeL': 0.2575870112336856, 'rougeLsum': 0.25663783533294626}
+Epoch 14/15
+Training Loss: 1.5552
+Validation Loss: 1.7620
+ROUGE Scores: {'rouge1': 0.2833173462582747, 'rouge2': 0.1648174970170761, 'rougeL': 0.2615026211543109, 'rougeLsum': 0.2600381314435784}
+Epoch 15/15
+Training Loss: 1.5316
+Validation Loss: 1.7716
+ROUGE Scores: {'rouge1': 0.2782139285308772, 'rouge2': 0.1606118164438922, 'rougeL': 0.2581515139790868, 'rougeLsum': 0.2571149575053421}