generated_from_trainer

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dit-base_tobacco_crl

This model is a fine-tuned version of jordyvl/dit-base_tobacco 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 Accuracy Brier Loss Nll F1 Micro F1 Macro Ece Aurc
No log 0.96 3 0.3864 0.925 0.1155 1.0908 0.925 0.9187 0.0833 0.0112
No log 1.96 6 0.3462 0.935 0.1104 1.0903 0.935 0.9308 0.0791 0.0123
No log 2.96 9 0.3278 0.94 0.1121 1.0884 0.94 0.9399 0.0806 0.0143
No log 3.96 12 0.3634 0.925 0.1178 1.0882 0.925 0.9213 0.0849 0.0162
No log 4.96 15 0.3682 0.925 0.1187 1.0834 0.925 0.9213 0.0763 0.0167
No log 5.96 18 0.3456 0.93 0.1133 1.0735 0.93 0.9247 0.0710 0.0148
No log 6.96 21 0.3335 0.93 0.1107 1.0762 0.93 0.9236 0.0598 0.0119
No log 7.96 24 0.3303 0.925 0.1131 1.0704 0.925 0.9204 0.0713 0.0113
No log 8.96 27 0.3394 0.93 0.1110 1.0586 0.93 0.9246 0.0731 0.0115
No log 9.96 30 0.3348 0.94 0.1067 1.0420 0.94 0.9374 0.0677 0.0127
No log 10.96 33 0.3362 0.94 0.1047 1.0205 0.94 0.9375 0.0732 0.0137
No log 11.96 36 0.3314 0.94 0.1042 1.0173 0.94 0.9390 0.0679 0.0123
No log 12.96 39 0.3310 0.94 0.1089 1.0218 0.94 0.9390 0.0728 0.0116
No log 13.96 42 0.3400 0.935 0.1100 1.0094 0.935 0.9361 0.0704 0.0140
No log 14.96 45 0.3507 0.93 0.1142 0.9968 0.93 0.9292 0.0710 0.0151
No log 15.96 48 0.3661 0.93 0.1178 0.9775 0.93 0.9315 0.0668 0.0154
No log 16.96 51 0.3673 0.93 0.1149 0.9696 0.93 0.9315 0.0580 0.0135
No log 17.96 54 0.3520 0.935 0.1112 0.9773 0.935 0.9317 0.0700 0.0113
No log 18.96 57 0.3450 0.93 0.1074 0.9759 0.93 0.9273 0.0580 0.0108
No log 19.96 60 0.3381 0.94 0.0998 0.9696 0.94 0.9445 0.0587 0.0124
No log 20.96 63 0.3371 0.935 0.0995 0.9645 0.935 0.9346 0.0578 0.0132
No log 21.96 66 0.3452 0.945 0.1014 0.9606 0.945 0.9446 0.0617 0.0147
No log 22.96 69 0.3627 0.94 0.1034 0.9504 0.94 0.9416 0.0655 0.0141
No log 23.96 72 0.3576 0.945 0.1025 0.9361 0.945 0.9445 0.0583 0.0123
No log 24.96 75 0.3528 0.94 0.1008 0.9230 0.94 0.9390 0.0610 0.0116
No log 25.96 78 0.3514 0.935 0.1030 0.9219 0.935 0.9338 0.0609 0.0112
No log 26.96 81 0.3560 0.94 0.1031 0.9334 0.94 0.9370 0.0623 0.0105
No log 27.96 84 0.3613 0.945 0.1038 0.9425 0.945 0.9422 0.0570 0.0102
No log 28.96 87 0.3701 0.94 0.1065 0.9366 0.94 0.9353 0.0605 0.0098
No log 29.96 90 0.3682 0.94 0.1064 0.9261 0.94 0.9353 0.0662 0.0094
No log 30.96 93 0.3583 0.945 0.1022 0.9012 0.945 0.9422 0.0591 0.0100
No log 31.96 96 0.3649 0.93 0.1057 0.8904 0.93 0.9307 0.0649 0.0112
No log 32.96 99 0.3597 0.935 0.1048 0.8894 0.935 0.9359 0.0613 0.0107
No log 33.96 102 0.3589 0.935 0.1056 0.8950 0.935 0.9359 0.0657 0.0106
No log 34.96 105 0.3595 0.94 0.1081 0.9086 0.94 0.9370 0.0614 0.0104
No log 35.96 108 0.3626 0.94 0.1100 0.9047 0.94 0.9370 0.0622 0.0098
No log 36.96 111 0.3520 0.94 0.1073 0.8958 0.94 0.9378 0.0579 0.0096
No log 37.96 114 0.3451 0.94 0.1033 0.8793 0.94 0.9378 0.0542 0.0094
No log 38.96 117 0.3427 0.935 0.1000 0.8685 0.935 0.9309 0.0604 0.0090
No log 39.96 120 0.3391 0.94 0.0977 0.8597 0.94 0.9353 0.0548 0.0089
No log 40.96 123 0.3363 0.95 0.0964 0.8537 0.9500 0.9522 0.0576 0.0088
No log 41.96 126 0.3458 0.95 0.1015 0.8524 0.9500 0.9522 0.0590 0.0087
No log 42.96 129 0.3618 0.935 0.1099 0.8628 0.935 0.9406 0.0640 0.0094
No log 43.96 132 0.3631 0.935 0.1109 0.8657 0.935 0.9406 0.0611 0.0093
No log 44.96 135 0.3622 0.94 0.1076 0.8571 0.94 0.9459 0.0555 0.0087
No log 45.96 138 0.3654 0.94 0.1066 0.8452 0.94 0.9459 0.0546 0.0083
No log 46.96 141 0.3672 0.935 0.1104 0.8382 0.935 0.9431 0.0588 0.0084
No log 47.96 144 0.3624 0.94 0.1081 0.8342 0.94 0.9482 0.0611 0.0085
No log 48.96 147 0.3603 0.945 0.1051 0.8251 0.945 0.9515 0.0590 0.0084
No log 49.96 150 0.3540 0.945 0.1013 0.8215 0.945 0.9515 0.0571 0.0082
No log 50.96 153 0.3538 0.945 0.0996 0.8169 0.945 0.9515 0.0600 0.0083
No log 51.96 156 0.3588 0.945 0.1014 0.8110 0.945 0.9515 0.0557 0.0082
No log 52.96 159 0.3600 0.945 0.1029 0.8046 0.945 0.9515 0.0597 0.0085
No log 53.96 162 0.3615 0.94 0.1037 0.7998 0.94 0.9398 0.0556 0.0083
No log 54.96 165 0.3589 0.94 0.1037 0.7987 0.94 0.9398 0.0562 0.0082
No log 55.96 168 0.3582 0.945 0.1037 0.7922 0.945 0.9515 0.0570 0.0083
No log 56.96 171 0.3695 0.945 0.1032 0.7887 0.945 0.9515 0.0590 0.0092
No log 57.96 174 0.3764 0.945 0.1008 0.7897 0.945 0.9490 0.0637 0.0098
No log 58.96 177 0.3719 0.955 0.0990 0.7909 0.955 0.9575 0.0616 0.0099
No log 59.96 180 0.3613 0.95 0.0977 0.7942 0.9500 0.9543 0.0550 0.0096
No log 60.96 183 0.3593 0.95 0.0984 0.7958 0.9500 0.9543 0.0573 0.0100
No log 61.96 186 0.3583 0.945 0.1005 0.7982 0.945 0.9512 0.0542 0.0102
No log 62.96 189 0.3594 0.94 0.1027 0.7994 0.94 0.9483 0.0558 0.0101
No log 63.96 192 0.3627 0.94 0.1042 0.7976 0.94 0.9483 0.0554 0.0101
No log 64.96 195 0.3668 0.94 0.1053 0.7944 0.94 0.9483 0.0560 0.0104
No log 65.96 198 0.3685 0.94 0.1063 0.7914 0.94 0.9483 0.0548 0.0104
No log 66.96 201 0.3701 0.94 0.1060 0.7880 0.94 0.9483 0.0563 0.0105
No log 67.96 204 0.3668 0.94 0.1047 0.7872 0.94 0.9483 0.0555 0.0111
No log 68.96 207 0.3682 0.945 0.1046 0.7863 0.945 0.9512 0.0587 0.0115
No log 69.96 210 0.3692 0.94 0.1054 0.7855 0.94 0.9425 0.0584 0.0117
No log 70.96 213 0.3734 0.94 0.1071 0.7829 0.94 0.9425 0.0582 0.0116
No log 71.96 216 0.3733 0.94 0.1079 0.7802 0.94 0.9425 0.0576 0.0116
No log 72.96 219 0.3720 0.935 0.1081 0.7769 0.935 0.9396 0.0579 0.0109
No log 73.96 222 0.3689 0.93 0.1074 0.7723 0.93 0.9296 0.0652 0.0096
No log 74.96 225 0.3687 0.935 0.1057 0.7701 0.935 0.9327 0.0634 0.0090
No log 75.96 228 0.3672 0.935 0.1053 0.7723 0.935 0.9327 0.0606 0.0083
No log 76.96 231 0.3649 0.935 0.1051 0.7772 0.935 0.9303 0.0575 0.0084
No log 77.96 234 0.3654 0.935 0.1055 0.7806 0.935 0.9303 0.0633 0.0084
No log 78.96 237 0.3630 0.935 0.1048 0.7823 0.935 0.9312 0.0647 0.0086
No log 79.96 240 0.3613 0.935 0.1036 0.7819 0.935 0.9312 0.0552 0.0088
No log 80.96 243 0.3578 0.94 0.1020 0.7808 0.94 0.9356 0.0550 0.0086
No log 81.96 246 0.3561 0.94 0.1009 0.7794 0.94 0.9356 0.0551 0.0086
No log 82.96 249 0.3573 0.935 0.1010 0.7767 0.935 0.9303 0.0557 0.0088
No log 83.96 252 0.3574 0.935 0.1010 0.7744 0.935 0.9303 0.0556 0.0089
No log 84.96 255 0.3574 0.935 0.1004 0.7696 0.935 0.9303 0.0562 0.0091
No log 85.96 258 0.3578 0.935 0.1003 0.7659 0.935 0.9303 0.0593 0.0088
No log 86.96 261 0.3569 0.935 0.0994 0.7640 0.935 0.9303 0.0599 0.0090
No log 87.96 264 0.3541 0.94 0.0984 0.7629 0.94 0.9390 0.0592 0.0094
No log 88.96 267 0.3529 0.94 0.0982 0.7613 0.94 0.9390 0.0555 0.0095
No log 89.96 270 0.3517 0.94 0.0984 0.7598 0.94 0.9390 0.0514 0.0095
No log 90.96 273 0.3528 0.94 0.0992 0.7586 0.94 0.9390 0.0516 0.0096
No log 91.96 276 0.3539 0.94 0.1004 0.7581 0.94 0.9390 0.0518 0.0095
No log 92.96 279 0.3551 0.94 0.1016 0.7583 0.94 0.9390 0.0559 0.0095
No log 93.96 282 0.3565 0.94 0.1028 0.7586 0.94 0.9390 0.0554 0.0093
No log 94.96 285 0.3572 0.94 0.1035 0.7588 0.94 0.9390 0.0554 0.0093
No log 95.96 288 0.3586 0.94 0.1041 0.7587 0.94 0.9390 0.0556 0.0092
No log 96.96 291 0.3586 0.94 0.1044 0.7586 0.94 0.9390 0.0607 0.0092
No log 97.96 294 0.3589 0.94 0.1047 0.7585 0.94 0.9390 0.0608 0.0092
No log 98.96 297 0.3590 0.935 0.1049 0.7584 0.935 0.9303 0.0608 0.0092
No log 99.96 300 0.3591 0.935 0.1049 0.7583 0.935 0.9303 0.0608 0.0092

Framework versions