bart-base-finetuned-cve-reason
This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7242
- Rouge1: 86.7292
- Rouge2: 80.2129
- Rougel: 86.5386
- Rougelsum: 86.4657
- Gen Len: 8.7209
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 200
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
---|---|---|---|---|---|---|---|---|
No log | 1.0 | 8 | 1.3243 | 67.339 | 50.8361 | 67.3741 | 67.1699 | 8.3488 |
No log | 2.0 | 16 | 0.7632 | 70.9083 | 55.4762 | 71.0228 | 70.8892 | 7.9767 |
No log | 3.0 | 24 | 0.6163 | 71.7595 | 63.6825 | 72.1485 | 71.7123 | 8.2326 |
No log | 4.0 | 32 | 0.4829 | 78.0511 | 70.5341 | 78.2173 | 77.9653 | 8.3488 |
No log | 5.0 | 40 | 0.4423 | 74.1714 | 64.3602 | 74.4255 | 74.3167 | 8.2326 |
No log | 6.0 | 48 | 0.4247 | 77.0949 | 70.6073 | 77.3638 | 77.1752 | 8.5349 |
No log | 7.0 | 56 | 0.4081 | 76.4213 | 69.5743 | 76.6255 | 76.5681 | 8.3721 |
No log | 8.0 | 64 | 0.3481 | 77.489 | 70.4674 | 77.5236 | 77.5534 | 8.5814 |
No log | 9.0 | 72 | 0.3723 | 81.5975 | 74.4863 | 81.5031 | 81.2898 | 8.5814 |
No log | 10.0 | 80 | 0.3301 | 79.2387 | 73.8951 | 79.4667 | 79.3255 | 8.4884 |
No log | 11.0 | 88 | 0.3287 | 84.7464 | 78.9188 | 84.5119 | 84.6171 | 8.5581 |
No log | 12.0 | 96 | 0.3494 | 84.9055 | 79.7423 | 84.874 | 84.6678 | 8.6047 |
No log | 13.0 | 104 | 0.3771 | 84.4005 | 78.2226 | 84.4101 | 84.1687 | 8.6744 |
No log | 14.0 | 112 | 0.4061 | 82.8304 | 76.3376 | 82.564 | 82.4215 | 8.6744 |
No log | 15.0 | 120 | 0.3681 | 81.9693 | 75.0607 | 81.6464 | 81.527 | 8.6047 |
No log | 16.0 | 128 | 0.3653 | 86.3552 | 81.2234 | 86.1172 | 86.135 | 8.7209 |
No log | 17.0 | 136 | 0.3889 | 86.7927 | 79.6688 | 86.9133 | 86.9376 | 8.5116 |
No log | 18.0 | 144 | 0.4115 | 86.8485 | 81.1308 | 86.6876 | 86.5896 | 8.6977 |
No log | 19.0 | 152 | 0.4514 | 84.0645 | 76.0789 | 83.9224 | 84.1115 | 8.6047 |
No log | 20.0 | 160 | 0.4032 | 86.1873 | 80.1299 | 86.0015 | 85.9981 | 8.7209 |
No log | 21.0 | 168 | 0.4335 | 86.1909 | 78.3663 | 86.0234 | 85.8704 | 8.6047 |
No log | 22.0 | 176 | 0.4705 | 86.8725 | 81.7095 | 87.1232 | 87.0863 | 8.7209 |
No log | 23.0 | 184 | 0.4362 | 86.572 | 79.0652 | 86.4234 | 86.3894 | 8.6977 |
No log | 24.0 | 192 | 0.4482 | 86.4459 | 78.7065 | 86.3177 | 86.1807 | 8.6744 |
No log | 25.0 | 200 | 0.4093 | 85.5143 | 78.6253 | 85.5057 | 85.279 | 8.6279 |
No log | 26.0 | 208 | 0.4383 | 85.8655 | 76.9002 | 85.8011 | 85.5836 | 8.5116 |
No log | 27.0 | 216 | 0.4653 | 86.7114 | 80.053 | 86.6863 | 86.5543 | 8.7442 |
No log | 28.0 | 224 | 0.4791 | 86.7114 | 80.053 | 86.6863 | 86.5543 | 8.7442 |
No log | 29.0 | 232 | 0.4420 | 88.888 | 82.0477 | 88.6613 | 88.5852 | 8.6279 |
No log | 30.0 | 240 | 0.4261 | 85.5644 | 78.7677 | 85.5776 | 85.471 | 8.6977 |
No log | 31.0 | 248 | 0.4487 | 86.656 | 79.0557 | 86.4973 | 86.3996 | 8.6279 |
No log | 32.0 | 256 | 0.4345 | 87.0087 | 80.5341 | 86.8669 | 86.6288 | 8.6279 |
No log | 33.0 | 264 | 0.4985 | 84.8791 | 76.91 | 84.8426 | 84.8187 | 8.6279 |
No log | 34.0 | 272 | 0.4905 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
No log | 35.0 | 280 | 0.5040 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
No log | 36.0 | 288 | 0.5368 | 84.7912 | 76.6981 | 84.9436 | 84.829 | 8.5814 |
No log | 37.0 | 296 | 0.4997 | 85.9598 | 80.2323 | 85.915 | 85.8587 | 8.7209 |
No log | 38.0 | 304 | 0.5739 | 84.8791 | 76.91 | 84.8426 | 84.8187 | 8.6279 |
No log | 39.0 | 312 | 0.5641 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.8372 |
No log | 40.0 | 320 | 0.5013 | 86.8485 | 81.1308 | 86.6876 | 86.5896 | 8.6977 |
No log | 41.0 | 328 | 0.5565 | 83.8836 | 75.9866 | 83.6564 | 83.7678 | 8.6279 |
No log | 42.0 | 336 | 0.5493 | 84.423 | 77.1673 | 84.3614 | 84.3597 | 8.5116 |
No log | 43.0 | 344 | 0.5627 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.7209 |
No log | 44.0 | 352 | 0.5944 | 83.1265 | 75.08 | 82.7267 | 82.7311 | 8.6977 |
No log | 45.0 | 360 | 0.6430 | 83.4545 | 76.4388 | 83.1878 | 83.1047 | 8.7209 |
No log | 46.0 | 368 | 0.6313 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.7209 |
No log | 47.0 | 376 | 0.6261 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
No log | 48.0 | 384 | 0.6148 | 85.3464 | 77.6256 | 85.3989 | 85.3622 | 8.6512 |
No log | 49.0 | 392 | 0.5997 | 86.8635 | 80.523 | 86.7244 | 86.6763 | 8.7209 |
No log | 50.0 | 400 | 0.6140 | 84.8791 | 76.91 | 84.8426 | 84.8187 | 8.6279 |
No log | 51.0 | 408 | 0.6374 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
No log | 52.0 | 416 | 0.6330 | 85.1863 | 78.3341 | 85.2485 | 85.1526 | 8.6512 |
No log | 53.0 | 424 | 0.6294 | 85.1863 | 78.3341 | 85.2485 | 85.1526 | 8.6512 |
No log | 54.0 | 432 | 0.6408 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
No log | 55.0 | 440 | 0.6459 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
No log | 56.0 | 448 | 0.6387 | 86.8635 | 80.523 | 86.7244 | 86.6763 | 8.6977 |
No log | 57.0 | 456 | 0.6526 | 85.5596 | 78.6894 | 85.5393 | 85.5324 | 8.6512 |
No log | 58.0 | 464 | 0.6774 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
No log | 59.0 | 472 | 0.6622 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.7209 |
No log | 60.0 | 480 | 0.6590 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
No log | 61.0 | 488 | 0.6507 | 84.4274 | 76.8061 | 84.0639 | 83.9789 | 8.6977 |
No log | 62.0 | 496 | 0.6544 | 84.4274 | 76.8061 | 84.0639 | 83.9789 | 8.6977 |
0.1969 | 63.0 | 504 | 0.6443 | 86.8635 | 80.523 | 86.7244 | 86.6763 | 8.7209 |
0.1969 | 64.0 | 512 | 0.6707 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 65.0 | 520 | 0.6775 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 66.0 | 528 | 0.6602 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.7209 |
0.1969 | 67.0 | 536 | 0.6927 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 68.0 | 544 | 0.6795 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 69.0 | 552 | 0.6403 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 70.0 | 560 | 0.6402 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 71.0 | 568 | 0.6455 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 72.0 | 576 | 0.6463 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 73.0 | 584 | 0.6078 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 74.0 | 592 | 0.6162 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 75.0 | 600 | 0.6122 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 76.0 | 608 | 0.6286 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 77.0 | 616 | 0.6875 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 78.0 | 624 | 0.7017 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 79.0 | 632 | 0.6846 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 80.0 | 640 | 0.6958 | 85.6288 | 79.5153 | 85.7781 | 85.5754 | 8.7209 |
0.1969 | 81.0 | 648 | 0.6940 | 85.3796 | 78.0439 | 85.4614 | 85.3101 | 8.6977 |
0.1969 | 82.0 | 656 | 0.6704 | 85.3796 | 78.0439 | 85.4614 | 85.3101 | 8.6977 |
0.1969 | 83.0 | 664 | 0.6569 | 85.6288 | 79.5153 | 85.7781 | 85.5754 | 8.7209 |
0.1969 | 84.0 | 672 | 0.6674 | 86.5778 | 79.4872 | 86.3955 | 86.3363 | 8.7209 |
0.1969 | 85.0 | 680 | 0.6802 | 86.9008 | 80.8494 | 86.7579 | 86.7091 | 8.7442 |
0.1969 | 86.0 | 688 | 0.6868 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 87.0 | 696 | 0.7054 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 88.0 | 704 | 0.6566 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 89.0 | 712 | 0.6318 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 90.0 | 720 | 0.6005 | 86.9008 | 80.8494 | 86.7579 | 86.7091 | 8.7442 |
0.1969 | 91.0 | 728 | 0.6527 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 92.0 | 736 | 0.6642 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 93.0 | 744 | 0.6576 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 94.0 | 752 | 0.6502 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 95.0 | 760 | 0.6275 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.7209 |
0.1969 | 96.0 | 768 | 0.6249 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 97.0 | 776 | 0.6263 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 98.0 | 784 | 0.6513 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 99.0 | 792 | 0.6712 | 85.9196 | 79.2535 | 85.5727 | 85.611 | 8.7674 |
0.1969 | 100.0 | 800 | 0.6755 | 86.9008 | 80.8494 | 86.7579 | 86.7091 | 8.7442 |
0.1969 | 101.0 | 808 | 0.6849 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 102.0 | 816 | 0.6921 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 103.0 | 824 | 0.6931 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 104.0 | 832 | 0.6942 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 105.0 | 840 | 0.6830 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 106.0 | 848 | 0.6595 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 107.0 | 856 | 0.6437 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 108.0 | 864 | 0.6410 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 109.0 | 872 | 0.6662 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 110.0 | 880 | 0.6716 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 111.0 | 888 | 0.6613 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 112.0 | 896 | 0.6648 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 113.0 | 904 | 0.6755 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 114.0 | 912 | 0.6874 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.1969 | 115.0 | 920 | 0.7020 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 116.0 | 928 | 0.7019 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.1969 | 117.0 | 936 | 0.6939 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 118.0 | 944 | 0.6893 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 119.0 | 952 | 0.6771 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 120.0 | 960 | 0.6921 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 121.0 | 968 | 0.7286 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 122.0 | 976 | 0.7536 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.1969 | 123.0 | 984 | 0.7721 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.1969 | 124.0 | 992 | 0.7338 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.0164 | 125.0 | 1000 | 0.6910 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 126.0 | 1008 | 0.6750 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 127.0 | 1016 | 0.6828 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 128.0 | 1024 | 0.6808 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 129.0 | 1032 | 0.6858 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 130.0 | 1040 | 0.7016 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 131.0 | 1048 | 0.7247 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 132.0 | 1056 | 0.7364 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 133.0 | 1064 | 0.7304 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 134.0 | 1072 | 0.7239 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 135.0 | 1080 | 0.7285 | 85.6288 | 79.5153 | 85.7781 | 85.5754 | 8.7209 |
0.0164 | 136.0 | 1088 | 0.7250 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.0164 | 137.0 | 1096 | 0.7271 | 85.6288 | 79.5153 | 85.7781 | 85.5754 | 8.7209 |
0.0164 | 138.0 | 1104 | 0.7249 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.0164 | 139.0 | 1112 | 0.7249 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.0164 | 140.0 | 1120 | 0.7417 | 85.3796 | 78.0439 | 85.4614 | 85.3101 | 8.6977 |
0.0164 | 141.0 | 1128 | 0.7366 | 85.4816 | 78.7135 | 85.542 | 85.4334 | 8.6977 |
0.0164 | 142.0 | 1136 | 0.7390 | 85.1913 | 77.3222 | 85.204 | 85.1211 | 8.6744 |
0.0164 | 143.0 | 1144 | 0.7423 | 85.3796 | 78.0439 | 85.4614 | 85.3101 | 8.6977 |
0.0164 | 144.0 | 1152 | 0.7355 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 145.0 | 1160 | 0.7249 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 146.0 | 1168 | 0.7205 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 147.0 | 1176 | 0.7211 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 148.0 | 1184 | 0.7169 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 149.0 | 1192 | 0.7123 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 150.0 | 1200 | 0.7140 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 151.0 | 1208 | 0.7136 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 152.0 | 1216 | 0.7127 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 153.0 | 1224 | 0.7169 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 154.0 | 1232 | 0.7168 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 155.0 | 1240 | 0.7109 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 156.0 | 1248 | 0.7081 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 157.0 | 1256 | 0.7081 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 158.0 | 1264 | 0.7053 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 159.0 | 1272 | 0.6957 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 160.0 | 1280 | 0.7018 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 161.0 | 1288 | 0.7043 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 162.0 | 1296 | 0.7012 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 163.0 | 1304 | 0.6963 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 164.0 | 1312 | 0.6959 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 165.0 | 1320 | 0.7010 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 166.0 | 1328 | 0.7021 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 167.0 | 1336 | 0.7009 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 168.0 | 1344 | 0.7028 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 169.0 | 1352 | 0.7019 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 170.0 | 1360 | 0.7036 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 171.0 | 1368 | 0.7060 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 172.0 | 1376 | 0.7101 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 173.0 | 1384 | 0.7090 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 174.0 | 1392 | 0.7092 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 175.0 | 1400 | 0.7089 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 176.0 | 1408 | 0.7080 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 177.0 | 1416 | 0.7104 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 178.0 | 1424 | 0.7127 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 179.0 | 1432 | 0.7149 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 180.0 | 1440 | 0.7156 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 181.0 | 1448 | 0.7173 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 182.0 | 1456 | 0.7164 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 183.0 | 1464 | 0.7185 | 86.3792 | 78.753 | 86.1622 | 86.1327 | 8.6977 |
0.0164 | 184.0 | 1472 | 0.7173 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 185.0 | 1480 | 0.7204 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 186.0 | 1488 | 0.7241 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0164 | 187.0 | 1496 | 0.7255 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 188.0 | 1504 | 0.7257 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 189.0 | 1512 | 0.7248 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 190.0 | 1520 | 0.7251 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 191.0 | 1528 | 0.7258 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 192.0 | 1536 | 0.7268 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 193.0 | 1544 | 0.7255 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 194.0 | 1552 | 0.7243 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 195.0 | 1560 | 0.7244 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 196.0 | 1568 | 0.7237 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 197.0 | 1576 | 0.7238 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 198.0 | 1584 | 0.7240 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 199.0 | 1592 | 0.7241 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
0.0124 | 200.0 | 1600 | 0.7242 | 86.7292 | 80.2129 | 86.5386 | 86.4657 | 8.7209 |
Framework versions
- Transformers 4.42.3
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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