Create BLEU and loss

BLEU and loss

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+epoch 0: avg Loss = 4.075 / dev BLEU = 0.0584
+/home/xinyue/.conda/envs/myenv/lib/python3.10/site-packages/transformers/modeling_utils.py:2758: UserWarning: Moving the following attributes in the config to the generation config: {'max_length': 200}. You are seeing this warning because you've set generation parameters in the model config, as opposed to in the generation config.
+  warnings.warn(
+epoch 1: avg Loss = 3.953 / dev BLEU = 0.0543
+epoch 2: avg Loss = 3.953 / dev BLEU = 0.0410
+epoch 3: avg Loss = 3.856 / dev BLEU = 0.0523
+epoch 4: avg Loss = 3.709 / dev BLEU = 0.0654
+epoch 5: avg Loss = 3.649 / dev BLEU = 0.0189
+epoch 6: avg Loss = 3.601 / dev BLEU = 0.1455
+epoch 7: avg Loss = 3.659 / dev BLEU = 0.0379
+epoch 8: avg Loss = 3.617 / dev BLEU = 0.0855
+epoch 9: avg Loss = 3.651 / dev BLEU = 0.0384
+epoch 10: avg Loss = 3.651 / dev BLEU = 0.0293
+epoch 11: avg Loss = 3.617 / dev BLEU = 0.0883
+epoch 12: avg Loss = 3.616 / dev BLEU = 0.1434
+epoch 13: avg Loss = 3.556 / dev BLEU = 0.0918
+epoch 14: avg Loss = 3.537 / dev BLEU = 0.1838
+epoch 15: avg Loss = 3.475 / dev BLEU = 0.0489
+epoch 16: avg Loss = 3.471 / dev BLEU = 0.0720
+epoch 17: avg Loss = 3.433 / dev BLEU = 0.0698
+epoch 18: avg Loss = 3.409 / dev BLEU = 0.0658
+epoch 19: avg Loss = 3.394 / dev BLEU = 0.0633
+epoch 20: avg Loss = 3.369 / dev BLEU = 0.0691
+epoch 21: avg Loss = 3.355 / dev BLEU = 0.0391
+epoch 22: avg Loss = 3.329 / dev BLEU = 0.0603
+epoch 23: avg Loss = 3.301 / dev BLEU = 0.0240
+epoch 24: avg Loss = 3.275 / dev BLEU = 0.0528
+epoch 25: avg Loss = 3.261 / dev BLEU = 0.0717
+epoch 26: avg Loss = 3.237 / dev BLEU = 0.0458
+epoch 27: avg Loss = 3.216 / dev BLEU = 0.0495
+epoch 28: avg Loss = 3.204 / dev BLEU = 0.0444
+epoch 29: avg Loss = 3.196 / dev BLEU = 0.0863
+epoch 30: avg Loss = 3.182 / dev BLEU = 0.0469
+epoch 31: avg Loss = 3.181 / dev BLEU = 0.0799
+epoch 32: avg Loss = 3.170 / dev BLEU = 0.0595
+epoch 33: avg Loss = 3.169 / dev BLEU = 0.0302
+epoch 34: avg Loss = 3.144 / dev BLEU = 0.0792
+epoch 35: avg Loss = 3.136 / dev BLEU = 0.0381
+epoch 36: avg Loss = 3.113 / dev BLEU = 0.0591
+epoch 37: avg Loss = 3.098 / dev BLEU = 0.0567
+epoch 38: avg Loss = 3.066 / dev BLEU = 0.0850
+epoch 39: avg Loss = 3.053 / dev BLEU = 0.0423
+epoch 40: avg Loss = 3.040 / dev BLEU = 0.0724
+epoch 41: avg Loss = 3.019 / dev BLEU = 0.0630
+epoch 42: avg Loss = 3.006 / dev BLEU = 0.0421
+epoch 43: avg Loss = 3.005 / dev BLEU = 0.0432
+epoch 44: avg Loss = 2.986 / dev BLEU = 0.0561
+epoch 45: avg Loss = 2.966 / dev BLEU = 0.1177
+epoch 46: avg Loss = 2.959 / dev BLEU = 0.0977
+epoch 47: avg Loss = 2.959 / dev BLEU = 0.0246
+epoch 48: avg Loss = 2.944 / dev BLEU = 0.0712
+epoch 49: avg Loss = 2.946 / dev BLEU = 0.0230
+epoch 50: avg Loss = 2.929 / dev BLEU = 0.1006
+epoch 51: avg Loss = 2.911 / dev BLEU = 0.0544
+epoch 52: avg Loss = 2.900 / dev BLEU = 0.0504
+epoch 53: avg Loss = 2.881 / dev BLEU = 0.0928
+epoch 54: avg Loss = 2.864 / dev BLEU = 0.0709
+epoch 55: avg Loss = 2.852 / dev BLEU = 0.0560
+epoch 56: avg Loss = 2.850 / dev BLEU = 0.0950
+epoch 57: avg Loss = 2.840 / dev BLEU = 0.0303
+epoch 58: avg Loss = 2.829 / dev BLEU = 0.0865
+epoch 59: avg Loss = 2.816 / dev BLEU = 0.0631
+epoch 60: avg Loss = 2.809 / dev BLEU = 0.0653
+epoch 61: avg Loss = 2.804 / dev BLEU = 0.0610
+epoch 62: avg Loss = 2.799 / dev BLEU = 0.0895
+epoch 63: avg Loss = 2.789 / dev BLEU = 0.0710
+epoch 64: avg Loss = 2.780 / dev BLEU = 0.0331
+epoch 65: avg Loss = 2.765 / dev BLEU = 0.0655
+epoch 66: avg Loss = 2.751 / dev BLEU = 0.0495
+epoch 67: avg Loss = 2.739 / dev BLEU = 0.0792
+epoch 68: avg Loss = 2.728 / dev BLEU = 0.0660
+epoch 69: avg Loss = 2.719 / dev BLEU = 0.0284
+epoch 70: avg Loss = 2.712 / dev BLEU = 0.0557
+epoch 71: avg Loss = 2.702 / dev BLEU = 0.0566
+epoch 72: avg Loss = 2.703 / dev BLEU = 0.0387
+epoch 73: avg Loss = 2.699 / dev BLEU = 0.1095
+epoch 74: avg Loss = 2.683 / dev BLEU = 0.0691
+epoch 75: avg Loss = 2.678 / dev BLEU = 0.0534
+epoch 76: avg Loss = 2.669 / dev BLEU = 0.0545
+epoch 77: avg Loss = 2.659 / dev BLEU = 0.0723
+epoch 78: avg Loss = 2.649 / dev BLEU = 0.0857
+epoch 79: avg Loss = 2.641 / dev BLEU = 0.0775
+epoch 80: avg Loss = 2.635 / dev BLEU = 0.0978
+epoch 81: avg Loss = 2.627 / dev BLEU = 0.0597
+epoch 82: avg Loss = 2.616 / dev BLEU = 0.1039
+epoch 83: avg Loss = 2.604 / dev BLEU = 0.0568
+epoch 84: avg Loss = 2.594 / dev BLEU = 0.0527
+epoch 85: avg Loss = 2.590 / dev BLEU = 0.0490
+epoch 86: avg Loss = 2.577 / dev BLEU = 0.0551
+epoch 87: avg Loss = 2.576 / dev BLEU = 0.0658
+epoch 88: avg Loss = 2.565 / dev BLEU = 0.0682
+epoch 89: avg Loss = 2.558 / dev BLEU = 0.0501
+epoch 90: avg Loss = 2.545 / dev BLEU = 0.0766
+epoch 91: avg Loss = 2.536 / dev BLEU = 0.0397
+epoch 92: avg Loss = 2.527 / dev BLEU = 0.0739
+epoch 93: avg Loss = 2.515 / dev BLEU = 0.0515
+epoch 94: avg Loss = 2.502 / dev BLEU = 0.0914
+epoch 95: avg Loss = 2.494 / dev BLEU = 0.0631
+epoch 96: avg Loss = 2.486 / dev BLEU = 0.0450
+epoch 97: avg Loss = 2.475 / dev BLEU = 0.1280
+epoch 98: avg Loss = 2.463 / dev BLEU = 0.0616
+epoch 99: avg Loss = 2.451 / dev BLEU = 0.0568
+epoch 100: avg Loss = 2.420 / dev BLEU = 0.0692
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65cfca056f1a8bf6a1f4b32f/CPGSMp-wkj_7r5b3ecSzn.png)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65cfca056f1a8bf6a1f4b32f/_M03gIgq3_SF2tTry7yHT.png)