generated_from_trainer

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bart-base-paraphrasing

This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
No log 0.2 10 0.5263 58.2676 51.5842 55.5057 57.1584 19.94
No log 0.4 20 0.5050 56.1604 48.7383 54.0373 55.372 20.0
No log 0.6 30 0.4674 58.0617 51.4993 56.0368 56.9665 20.0
No log 0.8 40 0.4545 57.5375 51.0203 55.5247 56.5761 19.94
No log 1.0 50 0.4373 57.7263 50.8021 55.0549 56.35 19.98
No log 1.2 60 0.4313 57.87 50.9904 54.9727 56.5379 19.97
No log 1.4 70 0.4855 56.5101 49.3124 54.1572 55.0671 20.0
No log 1.6 80 0.4202 56.6535 50.0302 53.6891 55.1016 19.96
No log 1.8 90 0.4544 57.315 50.6289 54.642 55.7326 19.95
0.5858 2.0 100 0.4157 56.4569 48.8105 53.937 55.3515 20.0
0.5858 2.2 110 0.4555 57.8424 51.5966 55.6655 56.6862 20.0
0.5858 2.4 120 0.4196 58.2562 51.7596 55.5085 57.1823 19.97
0.5858 2.6 130 0.4334 58.6906 51.6106 55.6631 57.5254 19.89
0.5858 2.8 140 0.4710 56.5401 49.33 53.8792 55.0282 20.0
0.5858 3.0 150 0.4357 58.2083 52.0049 55.9938 57.1928 20.0
0.5858 3.2 160 0.4735 58.8112 52.2196 56.5004 57.7703 19.94
0.5858 3.4 170 0.4428 57.6778 50.6377 54.8752 56.4778 20.0
0.5858 3.6 180 0.4983 57.4124 50.4244 54.6163 56.0992 20.0
0.5858 3.8 190 0.4620 58.0701 51.5021 55.7222 56.8737 20.0
0.2865 4.0 200 0.4502 59.1191 52.7516 56.4389 57.7153 20.0
0.2865 4.2 210 0.4805 58.9064 52.7148 56.1058 57.6709 20.0
0.2865 4.4 220 0.4755 58.6883 52.1464 55.9164 57.3825 20.0
0.2865 4.6 230 0.4524 58.9916 52.1101 56.4116 57.9468 19.9
0.2865 4.8 240 0.4726 58.9953 52.8173 56.5846 58.0805 20.0
0.2865 5.0 250 0.4841 58.1058 51.614 55.3374 56.7617 20.0
0.2865 5.2 260 0.5047 58.2785 51.1874 55.5336 56.8795 20.0
0.2865 5.4 270 0.4658 57.2753 49.6038 53.9588 55.6038 19.91
0.2865 5.6 280 0.5261 58.1691 51.5254 55.2685 56.7787 20.0
0.2865 5.8 290 0.4833 57.8088 51.2838 54.8739 56.4374 20.0
0.1668 6.0 300 0.5067 58.2021 51.3629 55.3548 56.9093 19.99
0.1668 6.2 310 0.5461 58.0327 51.4051 55.3426 56.7923 20.0
0.1668 6.4 320 0.5463 58.1027 51.3706 55.1733 56.7923 19.9
0.1668 6.6 330 0.5837 57.6284 50.8245 54.6253 56.2127 20.0
0.1668 6.8 340 0.5221 58.0869 51.5448 55.4226 56.7532 20.0
0.1668 7.0 350 0.5433 58.7676 52.0403 56.2634 57.6441 20.0
0.1668 7.2 360 0.5498 57.9172 50.9727 55.1006 56.6018 20.0
0.1668 7.4 370 0.5581 57.4669 50.698 54.6448 56.1325 20.0
0.1668 7.6 380 0.5526 57.0821 50.298 54.1635 55.8059 20.0
0.1668 7.8 390 0.5548 57.5422 50.2734 54.2446 56.1223 20.0
0.1071 8.0 400 0.5620 57.4548 50.2657 54.5094 55.9422 20.0
0.1071 8.2 410 0.5772 57.4144 50.2443 54.5173 55.9331 20.0
0.1071 8.4 420 0.5857 57.2975 50.2116 54.5918 55.9931 20.0
0.1071 8.6 430 0.5827 58.4767 51.4318 55.4792 57.1284 20.0
0.1071 8.8 440 0.5728 58.4414 51.3523 55.2838 57.202 20.0
0.1071 9.0 450 0.5919 58.0499 51.3783 55.0748 56.6939 20.0
0.1071 9.2 460 0.5937 57.7604 50.845 54.8941 56.351 20.0
0.1071 9.4 470 0.5970 57.3655 50.4126 54.4522 55.7815 20.0
0.1071 9.6 480 0.5911 58.203 51.0367 55.3215 56.8485 20.0
0.1071 9.8 490 0.6121 58.2898 51.2749 55.4292 57.0241 20.0
0.0718 10.0 500 0.5903 58.2487 51.3838 55.4237 56.8863 20.0
0.0718 10.2 510 0.5983 58.2681 51.0925 55.2887 56.9562 20.0
0.0718 10.4 520 0.6308 57.9797 50.7386 54.995 56.5939 20.0
0.0718 10.6 530 0.6307 57.6269 50.5515 54.446 56.1544 20.0
0.0718 10.8 540 0.6173 57.9545 51.1005 54.9406 56.5732 20.0
0.0718 11.0 550 0.6322 58.3718 51.4321 55.4241 57.1879 20.0
0.0718 11.2 560 0.6027 58.6581 51.8607 55.6436 57.32 20.0
0.0718 11.4 570 0.6140 58.6476 51.7822 55.5845 57.3018 20.0
0.0718 11.6 580 0.6184 59.2454 52.4204 56.2174 57.9278 20.0
0.0718 11.8 590 0.6281 59.2945 52.8165 56.547 58.0674 20.0
0.0512 12.0 600 0.6128 58.2165 51.3689 55.37 56.8342 20.0
0.0512 12.2 610 0.6482 57.9196 50.9793 55.0883 56.6986 20.0
0.0512 12.4 620 0.6267 57.4782 50.1118 54.2802 55.8872 20.0
0.0512 12.6 630 0.6198 57.457 50.4079 54.2449 55.8118 20.0
0.0512 12.8 640 0.6500 57.6903 51.0627 55.0743 56.3025 20.0
0.0512 13.0 650 0.6265 57.4394 50.9013 54.7936 56.1688 20.0
0.0512 13.2 660 0.6817 58.4345 51.7087 55.291 57.0057 20.0
0.0512 13.4 670 0.6322 57.869 50.9503 54.8937 56.5178 20.0
0.0512 13.6 680 0.6424 57.8285 51.1014 55.0072 56.5022 20.0
0.0512 13.8 690 0.6668 58.7067 51.9929 55.5044 57.1517 20.0
0.0397 14.0 700 0.6537 58.8717 52.4036 55.6521 57.4855 20.0
0.0397 14.2 710 0.6463 58.9623 52.4749 55.8145 57.8095 20.0
0.0397 14.4 720 0.6630 58.8097 52.1997 55.8204 57.6325 20.0
0.0397 14.6 730 0.6839 59.0479 52.6573 56.0439 57.7322 20.0
0.0397 14.8 740 0.6541 59.2854 52.6109 56.1891 57.9446 20.0
0.0397 15.0 750 0.6486 58.8419 52.2004 55.8071 57.49 20.0
0.0397 15.2 760 0.6578 57.6161 50.7276 54.5514 56.2359 20.0
0.0397 15.4 770 0.6673 57.5458 50.8286 54.4597 56.1513 20.0
0.0397 15.6 780 0.6624 57.6634 51.0017 54.6769 56.3837 20.0
0.0397 15.8 790 0.6469 57.9037 51.137 54.8939 56.6427 20.0
0.0301 16.0 800 0.6373 57.8696 51.0899 54.8543 56.4596 20.0
0.0301 16.2 810 0.6712 58.614 52.0052 55.6436 57.3211 20.0
0.0301 16.4 820 0.6812 58.5214 51.8911 55.7447 57.2663 20.0
0.0301 16.6 830 0.6716 58.5818 51.929 55.7993 57.4064 20.0
0.0301 16.8 840 0.6590 57.745 51.0481 54.8545 56.4781 20.0
0.0301 17.0 850 0.6695 57.6663 50.9646 54.7863 56.3687 20.0
0.0301 17.2 860 0.6858 57.5552 51.0436 54.7092 56.3079 20.0
0.0301 17.4 870 0.6840 57.9091 51.3823 54.8309 56.6186 20.0
0.0301 17.6 880 0.6751 57.8223 51.1688 54.7562 56.5558 20.0
0.0301 17.8 890 0.6589 57.9956 51.1425 54.9509 56.6868 20.0
0.0482 18.0 900 0.6634 58.0392 51.3121 55.0726 56.7878 20.0
0.0482 18.2 910 0.6907 58.2021 51.4548 55.1874 56.91 20.0
0.0482 18.4 920 0.6977 58.1124 51.4254 55.062 56.8412 20.0
0.0482 18.6 930 0.6832 58.0776 51.3168 55.0849 56.8226 20.0
0.0482 18.8 940 0.6672 57.925 51.2475 54.9661 56.655 20.0
0.0482 19.0 950 0.6582 57.9285 51.2483 54.9744 56.6609 20.0
0.0482 19.2 960 0.6575 57.9285 51.2483 54.9744 56.6609 20.0
0.0482 19.4 970 0.6619 57.8961 51.2097 54.9475 56.6344 20.0
0.0482 19.6 980 0.6658 57.8961 51.2097 54.9475 56.6344 20.0
0.0482 19.8 990 0.6635 57.7222 51.0096 54.8166 56.4623 20.0
0.0201 20.0 1000 0.6617 57.7088 51.0096 54.7514 56.3943 20.0

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