generated_from_trainer

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text_shortening_model_v27

This model is a fine-tuned version of t5-small 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 Bert precision Bert recall Average word count Max word count Min word count Average token count % shortened texts with length > 12
2.4306 1.0 145 1.8708 0.4779 0.2499 0.4349 0.4355 0.8758 0.866 7.9099 16 3 12.3093 5.1051
1.7537 2.0 290 1.8412 0.4532 0.2437 0.4165 0.4174 0.8687 0.8604 8.4775 19 3 12.8859 6.9069
1.4338 3.0 435 1.7898 0.4365 0.219 0.4002 0.4007 0.868 0.856 7.6637 14 3 11.8919 2.1021
1.2645 4.0 580 1.8826 0.4609 0.238 0.4158 0.4159 0.8711 0.8637 8.4655 16 4 12.8228 6.006
1.1208 5.0 725 1.9741 0.4389 0.2351 0.4038 0.4051 0.8719 0.8568 7.5886 18 3 12.1231 2.4024
1.0057 6.0 870 1.9700 0.4658 0.2526 0.4275 0.4276 0.8728 0.8646 8.0841 19 2 12.3634 7.8078
0.973 7.0 1015 2.0594 0.4488 0.2358 0.4085 0.4093 0.8735 0.8591 7.3063 14 4 11.6757 0.9009
0.9018 8.0 1160 2.0945 0.4362 0.2229 0.4006 0.4005 0.8654 0.8568 8.1411 19 4 12.5435 8.4084
0.8608 9.0 1305 2.1088 0.4096 0.1926 0.372 0.372 0.8603 0.8514 8.0661 19 2 12.7297 3.6036
0.8243 10.0 1450 2.2384 0.4237 0.2089 0.3876 0.3891 0.8688 0.8548 7.4775 18 3 11.8228 2.1021
0.7966 11.0 1595 2.2565 0.418 0.2104 0.3823 0.3824 0.8673 0.847 7.2402 19 2 11.4024 2.4024
0.7687 12.0 1740 2.3329 0.4238 0.2061 0.3819 0.383 0.8649 0.8518 8.0721 19 2 12.4715 6.006
0.7548 13.0 1885 2.2799 0.4253 0.2129 0.3822 0.3835 0.8642 0.8532 7.9069 17 4 12.2733 4.2042
0.7301 14.0 2030 2.4219 0.4066 0.1904 0.3715 0.3728 0.8629 0.8478 7.4324 18 4 11.6697 3.6036
0.7011 15.0 2175 2.3663 0.4463 0.2222 0.4042 0.4052 0.8655 0.8606 8.3634 16 4 12.955 6.9069
0.6667 16.0 2320 2.5128 0.4238 0.1918 0.3835 0.3843 0.8631 0.8522 7.6456 15 3 12.0841 2.4024
0.6854 17.0 2465 2.3646 0.4202 0.2011 0.3774 0.3776 0.861 0.8543 8.3664 17 2 13.033 8.4084
0.648 18.0 2610 2.5636 0.4159 0.2074 0.3753 0.3751 0.8562 0.8525 8.5135 19 4 13.024 6.006
0.6346 19.0 2755 2.5641 0.4173 0.1937 0.3732 0.3735 0.8592 0.8549 8.8078 19 3 13.0931 12.3123
0.6223 20.0 2900 2.5289 0.4268 0.2164 0.3904 0.3897 0.8617 0.8574 8.2372 17 4 12.9099 5.4054
0.6127 21.0 3045 2.4946 0.427 0.2022 0.3844 0.3842 0.8645 0.8575 8.0511 16 3 12.8108 5.7057
0.6209 22.0 3190 2.6277 0.3987 0.1934 0.3657 0.3657 0.8584 0.8506 7.8859 18 3 12.1742 5.4054
0.5752 23.0 3335 2.7998 0.4019 0.1954 0.3648 0.3646 0.8576 0.8511 8.3904 17 3 12.7057 7.5075
0.5588 24.0 3480 2.6732 0.4039 0.1948 0.3649 0.3652 0.8594 0.8492 7.8829 15 3 12.0901 6.006
0.5641 25.0 3625 2.6012 0.419 0.2091 0.376 0.3765 0.8588 0.8523 8.03 16 3 12.2763 3.003
0.5525 26.0 3770 2.6587 0.418 0.1929 0.3722 0.3726 0.8577 0.8545 8.5345 17 4 13.0961 8.1081
0.5372 27.0 3915 2.7572 0.4104 0.1895 0.366 0.3671 0.8583 0.8495 7.8949 17 3 12.1862 4.8048
0.5105 28.0 4060 2.7023 0.4319 0.2127 0.3884 0.3891 0.8636 0.8571 8.2553 16 3 12.5495 6.6066
0.5026 29.0 4205 2.6991 0.4252 0.2222 0.3899 0.3903 0.867 0.8543 7.7898 19 4 12.2643 4.2042
0.4956 30.0 4350 2.7064 0.4066 0.1974 0.3726 0.3735 0.8568 0.8523 8.4985 18 3 13.021 8.7087
0.5064 31.0 4495 2.7564 0.4159 0.205 0.3763 0.3765 0.8613 0.8523 7.6877 16 3 12.3393 3.003
0.4932 32.0 4640 2.6909 0.394 0.1866 0.3564 0.3573 0.8574 0.8496 7.8378 16 2 12.4715 3.6036
0.4757 33.0 4785 2.7851 0.4117 0.1932 0.3719 0.3728 0.8582 0.8534 8.5946 18 3 12.973 8.1081
0.4753 34.0 4930 2.7823 0.3814 0.1747 0.3466 0.3464 0.8555 0.8459 7.7357 18 3 12.0721 3.3033
0.4603 35.0 5075 2.7607 0.4135 0.2003 0.3777 0.3781 0.8616 0.8538 8.0601 19 3 12.3183 5.4054
0.4645 36.0 5220 2.8364 0.4073 0.1957 0.3643 0.3652 0.8544 0.8524 8.8529 19 2 13.1982 12.012
0.4377 37.0 5365 2.7809 0.3965 0.192 0.357 0.3573 0.858 0.8442 7.4384 19 2 11.5495 2.4024
0.4287 38.0 5510 2.7801 0.4191 0.1984 0.3774 0.3779 0.8593 0.8533 8.2462 16 2 12.5015 6.3063
0.4295 39.0 5655 2.7206 0.4281 0.2104 0.3851 0.3861 0.8634 0.856 8.1922 16 4 12.5826 5.7057
0.4121 40.0 5800 2.8363 0.4049 0.1916 0.3614 0.3624 0.8553 0.8516 8.5435 19 4 12.7928 9.6096
0.3893 41.0 5945 2.7785 0.4255 0.2086 0.3858 0.3864 0.8601 0.8574 8.3964 17 4 13.0541 4.5045
0.3786 42.0 6090 2.8752 0.3908 0.1775 0.3497 0.3509 0.851 0.8463 8.2853 17 2 12.8679 7.8078
0.3703 43.0 6235 2.8799 0.4148 0.1894 0.3719 0.3727 0.8606 0.8519 8.1502 18 3 12.4745 3.9039
0.3636 44.0 6380 2.8542 0.4043 0.1922 0.3631 0.3635 0.8554 0.8504 8.2883 19 4 12.7147 4.5045
0.3438 45.0 6525 2.8282 0.4218 0.2022 0.3792 0.3802 0.861 0.8528 8.2072 16 4 12.6486 6.3063
0.3511 46.0 6670 2.9184 0.405 0.1934 0.3652 0.3658 0.8572 0.8487 8.2372 18 3 12.5526 7.5075
0.3453 47.0 6815 2.8649 0.4064 0.1956 0.3681 0.3686 0.8601 0.8508 8.0871 16 3 12.3604 5.7057
0.3299 48.0 6960 2.9183 0.4266 0.202 0.3777 0.3787 0.8591 0.8578 8.6216 17 4 13.2402 9.009
0.3132 49.0 7105 2.9077 0.4242 0.2021 0.3784 0.3793 0.861 0.8562 8.4354 19 4 12.6877 5.1051
0.3031 50.0 7250 2.9042 0.4177 0.1977 0.3741 0.3752 0.8584 0.8522 8.006 15 4 12.4565 2.7027
0.2974 51.0 7395 2.8820 0.4318 0.2087 0.3849 0.3854 0.8605 0.857 8.2613 16 3 12.8769 6.9069
0.2873 52.0 7540 2.8622 0.4194 0.2023 0.3786 0.3782 0.8626 0.8542 8.021 18 3 12.3243 3.003
0.2718 53.0 7685 2.8665 0.4128 0.2043 0.3716 0.3717 0.8592 0.8541 8.2643 16 3 12.8348 6.006
0.2598 54.0 7830 2.9774 0.4177 0.1983 0.3794 0.3797 0.8612 0.8511 7.8709 19 3 12.048 4.2042
0.2532 55.0 7975 2.8569 0.4111 0.1959 0.3717 0.3723 0.8612 0.8531 7.9399 16 3 12.5315 3.6036
0.2363 56.0 8120 2.9634 0.4253 0.2111 0.385 0.386 0.8657 0.8543 7.8438 14 3 12.3153 3.003
0.2323 57.0 8265 2.9573 0.418 0.1924 0.3771 0.3781 0.8573 0.854 8.4234 16 3 13.1261 6.3063
0.2223 58.0 8410 2.9307 0.4276 0.2079 0.3847 0.3854 0.8651 0.8545 7.7688 16 3 11.97 2.1021
0.2101 59.0 8555 2.9953 0.4114 0.1928 0.3673 0.3681 0.8562 0.8502 8.3814 19 4 12.7087 5.7057
0.2069 60.0 8700 2.9768 0.4154 0.1921 0.3718 0.3725 0.8619 0.8538 7.97 16 4 12.2072 3.9039
0.1971 61.0 8845 2.9218 0.4276 0.2046 0.3847 0.3854 0.8609 0.8568 8.4414 18 4 12.8949 6.3063
0.1873 62.0 8990 2.9857 0.4068 0.191 0.3606 0.3609 0.8559 0.8496 8.2583 16 4 12.5646 5.1051
0.1815 63.0 9135 2.8995 0.417 0.1981 0.3722 0.3723 0.8624 0.8528 8.003 15 4 12.2583 5.7057
0.1807 64.0 9280 2.9644 0.415 0.1933 0.3694 0.3693 0.8585 0.8541 8.4024 17 3 12.7688 7.5075
0.1729 65.0 9425 2.9640 0.4138 0.1965 0.3692 0.3698 0.8576 0.8515 8.042 16 3 12.6036 4.2042
0.1609 66.0 9570 2.9912 0.4255 0.2051 0.3816 0.3826 0.8632 0.8554 8.0751 16 4 12.2733 5.1051
0.1621 67.0 9715 3.0527 0.4249 0.2033 0.3786 0.3793 0.862 0.8544 8.0631 15 2 12.4925 3.3033
0.1468 68.0 9860 3.0214 0.4274 0.2053 0.3822 0.3824 0.861 0.8552 8.4204 18 4 12.7447 7.8078
0.1334 69.0 10005 3.1114 0.4116 0.1911 0.3698 0.3695 0.8601 0.8515 7.9099 14 3 12.0961 3.9039
0.1261 70.0 10150 2.9442 0.4226 0.2032 0.3783 0.3785 0.8625 0.854 8.033 16 3 12.4384 4.5045
0.1137 71.0 10295 3.0685 0.422 0.2035 0.375 0.3757 0.8621 0.8543 8.0541 16 2 12.3904 3.9039
0.1078 72.0 10440 2.9759 0.4198 0.1981 0.3759 0.3767 0.8602 0.8544 8.1712 16 2 12.7297 4.5045
0.1074 73.0 10585 2.9892 0.4226 0.2082 0.3835 0.3841 0.8621 0.8556 8.0661 14 2 12.5195 4.2042
0.105 74.0 10730 3.0216 0.427 0.1997 0.379 0.3801 0.8611 0.8562 8.3093 17 3 12.8108 5.1051
0.0944 75.0 10875 3.0108 0.4169 0.1956 0.3714 0.3721 0.8582 0.8523 8.1231 14 4 12.7568 3.003
0.0871 76.0 11020 3.0794 0.4246 0.2007 0.3739 0.3756 0.8593 0.8556 8.3063 14 4 12.7598 4.8048
0.0739 77.0 11165 3.0940 0.4205 0.1974 0.3776 0.3792 0.8629 0.8532 7.9189 15 2 12.0961 3.003
0.066 78.0 11310 3.0764 0.4234 0.201 0.3781 0.3785 0.8603 0.8559 8.2913 16 3 12.8198 4.8048
0.0641 79.0 11455 3.0736 0.4299 0.2067 0.3831 0.3835 0.8622 0.8568 8.018 15 4 12.4835 3.003
0.0633 80.0 11600 3.0852 0.4191 0.2007 0.3741 0.3741 0.86 0.8537 8.1742 19 3 12.5556 4.8048
0.0625 81.0 11745 3.0450 0.4153 0.1989 0.3734 0.374 0.8583 0.8524 8.1321 16 4 12.5826 3.9039
0.0624 82.0 11890 3.1202 0.4286 0.209 0.385 0.3851 0.8642 0.8557 8.0 16 4 12.3003 3.003
0.0593 83.0 12035 3.0514 0.4319 0.2159 0.3887 0.3899 0.8653 0.8587 8.0601 14 4 12.4805 1.8018
0.0562 84.0 12180 3.0821 0.4362 0.2166 0.3924 0.3925 0.8656 0.8576 8.1051 15 4 12.5736 4.5045
0.0586 85.0 12325 3.0843 0.4297 0.2061 0.3861 0.3865 0.8649 0.856 8.1051 15 3 12.3964 5.1051
0.0528 86.0 12470 3.0610 0.4209 0.2034 0.3752 0.3755 0.8606 0.8542 8.2162 16 4 12.6817 5.1051
0.0478 87.0 12615 3.0935 0.4244 0.2076 0.382 0.3815 0.8596 0.8553 8.3243 15 2 12.9009 6.006
0.0431 88.0 12760 3.0865 0.429 0.2092 0.3847 0.3843 0.8645 0.855 7.964 15 4 12.2312 3.003
0.0453 89.0 12905 3.0960 0.4147 0.1984 0.3718 0.3722 0.8619 0.8528 7.9219 14 3 12.2973 3.3033
0.0429 90.0 13050 3.1163 0.4237 0.205 0.3776 0.3776 0.8622 0.8552 8.1231 16 4 12.4985 3.003
0.0381 91.0 13195 3.0962 0.427 0.2089 0.3814 0.3817 0.8624 0.8547 8.006 14 4 12.3664 2.4024
0.0374 92.0 13340 3.1022 0.4275 0.2031 0.3818 0.3823 0.8636 0.8574 8.2042 15 3 12.5646 4.2042
0.0357 93.0 13485 3.1479 0.4282 0.2089 0.3855 0.3865 0.8637 0.8559 8.009 17 3 12.2492 3.003
0.0329 94.0 13630 3.1188 0.4311 0.2086 0.3858 0.3861 0.8646 0.8559 7.8949 15 3 12.2703 2.4024
0.0307 95.0 13775 3.1409 0.4284 0.2099 0.3825 0.3828 0.8633 0.8562 7.994 17 3 12.3153 2.4024
0.0291 96.0 13920 3.1605 0.4292 0.2074 0.3831 0.3833 0.8635 0.8554 7.8979 14 4 12.3243 1.5015
0.0299 97.0 14065 3.1838 0.4274 0.2022 0.3791 0.3792 0.863 0.8552 7.9489 16 4 12.3303 2.1021
0.0264 98.0 14210 3.1810 0.4224 0.201 0.3762 0.3773 0.8624 0.8544 7.9309 16 3 12.2372 2.4024
0.0257 99.0 14355 3.1893 0.4241 0.2056 0.3785 0.3796 0.8624 0.855 7.985 16 3 12.3874 2.4024
0.0244 100.0 14500 3.1933 0.4266 0.2061 0.38 0.3804 0.8628 0.8555 8.003 16 3 12.3784 3.003

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