generated_from_trainer

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dit-finetuned_rvl_tobacco_crl

This model is a fine-tuned version of microsoft/dit-base-finetuned-rvlcdip 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 2.3702 0.005 0.9059 8.8946 0.005 0.0048 0.1391 0.9945
No log 1.96 6 2.3612 0.005 0.9052 8.8523 0.005 0.0048 0.1390 0.9942
No log 2.96 9 2.3406 0.005 0.9038 8.5993 0.005 0.0048 0.1389 0.9939
No log 3.96 12 2.3415 0.01 0.9018 7.9436 0.01 0.0091 0.1413 0.9925
No log 4.96 15 2.3297 0.02 0.8991 7.1590 0.02 0.0303 0.1461 0.9874
No log 5.96 18 2.3164 0.05 0.8958 6.6598 0.0500 0.0527 0.1638 0.9769
No log 6.96 21 2.3021 0.16 0.8918 6.3655 0.16 0.1028 0.2371 0.9458
No log 7.96 24 2.2776 0.18 0.8869 6.0316 0.18 0.1076 0.2436 0.9253
No log 8.96 27 2.2639 0.195 0.8811 4.6385 0.195 0.1154 0.2533 0.8971
No log 9.96 30 2.2388 0.215 0.8736 3.3475 0.2150 0.1273 0.2506 0.8034
No log 10.96 33 2.2053 0.3 0.8635 2.6087 0.3 0.1896 0.2977 0.6413
No log 11.96 36 2.1526 0.39 0.8496 2.2967 0.39 0.2387 0.3672 0.4311
No log 12.96 39 2.1007 0.475 0.8335 1.8576 0.4750 0.3168 0.4171 0.3033
No log 13.96 42 2.0444 0.575 0.8173 1.4725 0.575 0.3985 0.4782 0.2201
No log 14.96 45 1.9806 0.6 0.7977 1.2973 0.6 0.4402 0.5055 0.1902
No log 15.96 48 1.9183 0.645 0.7791 1.2239 0.645 0.4909 0.5235 0.1422
No log 16.96 51 1.8671 0.705 0.7619 1.1838 0.705 0.5916 0.5620 0.1137
No log 17.96 54 1.8104 0.785 0.7434 1.0809 0.785 0.6794 0.6135 0.0684
No log 18.96 57 1.7607 0.805 0.7265 1.0477 0.805 0.6970 0.6211 0.0550
No log 19.96 60 1.7100 0.825 0.7079 1.0221 0.825 0.7236 0.6304 0.0478
No log 20.96 63 1.6615 0.825 0.6892 1.0108 0.825 0.7236 0.6201 0.0445
No log 21.96 66 1.6118 0.845 0.6705 0.9972 0.845 0.7428 0.6329 0.0364
No log 22.96 69 1.5710 0.845 0.6520 0.9833 0.845 0.7417 0.6179 0.0337
No log 23.96 72 1.5225 0.85 0.6329 0.9634 0.85 0.7421 0.6078 0.0306
No log 24.96 75 1.4797 0.865 0.6132 0.9521 0.865 0.7643 0.6058 0.0256
No log 25.96 78 1.4397 0.865 0.5934 0.9487 0.865 0.7643 0.5917 0.0249
No log 26.96 81 1.4028 0.87 0.5735 0.9501 0.87 0.7708 0.5875 0.0229
No log 27.96 84 1.3612 0.87 0.5537 0.9488 0.87 0.7708 0.5747 0.0225
No log 28.96 87 1.3246 0.87 0.5347 0.9884 0.87 0.7756 0.5592 0.0220
No log 29.96 90 1.2879 0.87 0.5163 0.9824 0.87 0.7759 0.5428 0.0225
No log 30.96 93 1.2546 0.87 0.4993 0.9798 0.87 0.7752 0.5337 0.0225
No log 31.96 96 1.2207 0.875 0.4815 0.9755 0.875 0.7822 0.5094 0.0218
No log 32.96 99 1.1855 0.88 0.4628 0.9779 0.88 0.8016 0.5062 0.0206
No log 33.96 102 1.1557 0.875 0.4467 1.0389 0.875 0.7946 0.4862 0.0210
No log 34.96 105 1.1322 0.885 0.4327 0.9684 0.885 0.8176 0.4812 0.0210
No log 35.96 108 1.1061 0.895 0.4176 0.9561 0.895 0.8405 0.4697 0.0206
No log 36.96 111 1.0796 0.9 0.4027 0.9468 0.9 0.8513 0.4678 0.0203
No log 37.96 114 1.0579 0.91 0.3907 0.8753 0.91 0.8753 0.4617 0.0195
No log 38.96 117 1.0277 0.91 0.3774 0.8706 0.91 0.8772 0.4447 0.0187
No log 39.96 120 1.0031 0.915 0.3647 0.8547 0.915 0.8837 0.4374 0.0175
No log 40.96 123 0.9803 0.925 0.3535 0.8474 0.925 0.9037 0.4327 0.0172
No log 41.96 126 0.9621 0.92 0.3440 0.8505 0.92 0.8985 0.4129 0.0182
No log 42.96 129 0.9428 0.91 0.3347 0.8515 0.91 0.8846 0.3943 0.0191
No log 43.96 132 0.9231 0.92 0.3249 0.8403 0.92 0.9003 0.4079 0.0177
No log 44.96 135 0.9075 0.93 0.3159 0.8224 0.93 0.9139 0.4073 0.0167
No log 45.96 138 0.8876 0.925 0.3073 0.8091 0.925 0.9096 0.3878 0.0173
No log 46.96 141 0.8799 0.93 0.2977 0.8091 0.93 0.9148 0.3785 0.0161
No log 47.96 144 0.8567 0.915 0.2901 0.8123 0.915 0.8922 0.3693 0.0173
No log 48.96 147 0.8430 0.92 0.2837 0.8045 0.92 0.9055 0.3525 0.0177
No log 49.96 150 0.8270 0.925 0.2764 0.7970 0.925 0.9132 0.3499 0.0172
No log 50.96 153 0.8168 0.925 0.2685 0.7991 0.925 0.9132 0.3417 0.0164
No log 51.96 156 0.7975 0.93 0.2598 0.7987 0.93 0.9184 0.3379 0.0148
No log 52.96 159 0.7821 0.935 0.2522 0.7911 0.935 0.9245 0.3345 0.0137
No log 53.96 162 0.7693 0.935 0.2468 0.7805 0.935 0.9245 0.3423 0.0135
No log 54.96 165 0.7486 0.93 0.2416 0.7829 0.93 0.9195 0.3272 0.0142
No log 55.96 168 0.7409 0.93 0.2381 0.7833 0.93 0.9195 0.3216 0.0144
No log 56.96 171 0.7290 0.93 0.2327 0.7815 0.93 0.9195 0.3055 0.0138
No log 57.96 174 0.7137 0.935 0.2268 0.7757 0.935 0.9245 0.3039 0.0128
No log 58.96 177 0.7026 0.935 0.2214 0.7698 0.935 0.9245 0.2911 0.0122
No log 59.96 180 0.6935 0.935 0.2168 0.7604 0.935 0.9245 0.2853 0.0119
No log 60.96 183 0.6855 0.935 0.2134 0.7605 0.935 0.9245 0.2895 0.0117
No log 61.96 186 0.6755 0.94 0.2094 0.8161 0.94 0.9330 0.2902 0.0114
No log 62.96 189 0.6641 0.94 0.2046 0.8131 0.94 0.9330 0.2761 0.0108
No log 63.96 192 0.6536 0.94 0.2000 0.8113 0.94 0.9330 0.2865 0.0104
No log 64.96 195 0.6441 0.94 0.1964 0.8071 0.94 0.9330 0.2739 0.0103
No log 65.96 198 0.6395 0.94 0.1937 0.7997 0.94 0.9330 0.2771 0.0102
No log 66.96 201 0.6345 0.94 0.1915 0.7930 0.94 0.9330 0.2764 0.0104
No log 67.96 204 0.6355 0.94 0.1901 0.7901 0.94 0.9330 0.2763 0.0105
No log 68.96 207 0.6302 0.94 0.1880 0.7887 0.94 0.9330 0.2631 0.0108
No log 69.96 210 0.6242 0.94 0.1858 0.7887 0.94 0.9330 0.2595 0.0109
No log 70.96 213 0.6182 0.94 0.1837 0.7898 0.94 0.9330 0.2628 0.0105
No log 71.96 216 0.6129 0.94 0.1816 0.7910 0.94 0.9330 0.2597 0.0103
No log 72.96 219 0.6085 0.94 0.1795 0.7878 0.94 0.9330 0.2572 0.0101
No log 73.96 222 0.6049 0.94 0.1777 0.7837 0.94 0.9330 0.2561 0.0099
No log 74.96 225 0.6004 0.94 0.1756 0.7824 0.94 0.9330 0.2372 0.0093
No log 75.96 228 0.5966 0.94 0.1740 0.7799 0.94 0.9330 0.2436 0.0093
No log 76.96 231 0.5934 0.94 0.1731 0.7803 0.94 0.9330 0.2395 0.0094
No log 77.96 234 0.5902 0.94 0.1722 0.7779 0.94 0.9330 0.2470 0.0096
No log 78.96 237 0.5866 0.94 0.1709 0.7737 0.94 0.9330 0.2456 0.0097
No log 79.96 240 0.5833 0.94 0.1696 0.7702 0.94 0.9330 0.2361 0.0099
No log 80.96 243 0.5809 0.94 0.1687 0.7693 0.94 0.9330 0.2346 0.0099
No log 81.96 246 0.5786 0.94 0.1679 0.7701 0.94 0.9330 0.2333 0.0100
No log 82.96 249 0.5772 0.935 0.1675 0.7703 0.935 0.9244 0.2296 0.0099
No log 83.96 252 0.5758 0.935 0.1671 0.7703 0.935 0.9244 0.2373 0.0101
No log 84.96 255 0.5741 0.935 0.1664 0.7686 0.935 0.9244 0.2362 0.0100
No log 85.96 258 0.5725 0.935 0.1657 0.7665 0.935 0.9244 0.2328 0.0099
No log 86.96 261 0.5710 0.935 0.1651 0.7650 0.935 0.9244 0.2313 0.0101
No log 87.96 264 0.5692 0.935 0.1646 0.7641 0.935 0.9244 0.2323 0.0101
No log 88.96 267 0.5674 0.935 0.1641 0.7641 0.935 0.9244 0.2303 0.0100
No log 89.96 270 0.5659 0.935 0.1636 0.7640 0.935 0.9244 0.2290 0.0098
No log 90.96 273 0.5648 0.935 0.1633 0.7636 0.935 0.9244 0.2281 0.0098
No log 91.96 276 0.5639 0.935 0.1630 0.7632 0.935 0.9244 0.2345 0.0100
No log 92.96 279 0.5628 0.935 0.1626 0.7628 0.935 0.9244 0.2340 0.0100
No log 93.96 282 0.5619 0.935 0.1623 0.7623 0.935 0.9244 0.2334 0.0101
No log 94.96 285 0.5609 0.935 0.1620 0.7615 0.935 0.9244 0.2328 0.0100
No log 95.96 288 0.5602 0.935 0.1617 0.7610 0.935 0.9244 0.2324 0.0099
No log 96.96 291 0.5596 0.935 0.1616 0.7605 0.935 0.9244 0.2322 0.0099
No log 97.96 294 0.5589 0.935 0.1615 0.7604 0.935 0.9244 0.2321 0.0099
No log 98.96 297 0.5589 0.935 0.1614 0.7604 0.935 0.9244 0.2320 0.0099
No log 99.96 300 0.5587 0.935 0.1614 0.7604 0.935 0.9244 0.2320 0.0099

Framework versions