NLLB-BEI-100-5e-4-epoch14 / BLEU and loss
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Create 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)