generated_from_trainer

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vit-base_rvl_tobacco_crl

This model is a fine-tuned version of jordyvl/vit-base_rvl-cdip 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 2.3823 0.045 0.9050 9.6078 0.045 0.0481 0.1570 0.9673
No log 1.96 6 2.3642 0.05 0.9005 8.5700 0.0500 0.0549 0.1567 0.9599
No log 2.96 9 2.3130 0.095 0.8925 6.9490 0.095 0.0853 0.1833 0.9127
No log 3.96 12 2.2603 0.265 0.8804 5.6508 0.265 0.1642 0.2794 0.7458
No log 4.96 15 2.2077 0.38 0.8637 4.0696 0.38 0.2272 0.3548 0.4172
No log 5.96 18 2.1176 0.47 0.8411 2.4954 0.47 0.3062 0.4299 0.2410
No log 6.96 21 2.0268 0.64 0.8132 2.0526 0.64 0.5126 0.5273 0.1330
No log 7.96 24 1.9258 0.735 0.7792 1.7187 0.735 0.6337 0.5870 0.0787
No log 8.96 27 1.8114 0.77 0.7409 1.3797 0.7700 0.6746 0.6034 0.0556
No log 9.96 30 1.7062 0.8 0.6999 1.1402 0.8000 0.7266 0.6005 0.0466
No log 10.96 33 1.5916 0.825 0.6548 0.9516 0.825 0.7706 0.5882 0.0427
No log 11.96 36 1.4855 0.86 0.6103 0.8848 0.8600 0.8201 0.5829 0.0388
No log 12.96 39 1.3944 0.87 0.5688 0.7924 0.87 0.8361 0.5720 0.0349
No log 13.96 42 1.3176 0.895 0.5326 0.6952 0.895 0.8740 0.5576 0.0324
No log 14.96 45 1.2435 0.9 0.4978 0.6632 0.9 0.8838 0.5370 0.0293
No log 15.96 48 1.1760 0.915 0.4653 0.6368 0.915 0.9034 0.5272 0.0257
No log 16.96 51 1.1101 0.915 0.4338 0.6194 0.915 0.9011 0.4963 0.0241
No log 17.96 54 1.0518 0.915 0.4058 0.6131 0.915 0.9011 0.4750 0.0231
No log 18.96 57 1.0011 0.915 0.3808 0.6125 0.915 0.9011 0.4479 0.0222
No log 19.96 60 0.9471 0.92 0.3566 0.5890 0.92 0.9102 0.4353 0.0203
No log 20.96 63 0.8962 0.915 0.3352 0.5856 0.915 0.9047 0.4245 0.0185
No log 21.96 66 0.8635 0.92 0.3159 0.5865 0.92 0.9115 0.3999 0.0192
No log 22.96 69 0.8333 0.93 0.2987 0.5791 0.93 0.9260 0.3917 0.0189
No log 23.96 72 0.8079 0.925 0.2839 0.5871 0.925 0.9159 0.3733 0.0173
No log 24.96 75 0.7644 0.93 0.2681 0.5755 0.93 0.9233 0.3644 0.0198
No log 25.96 78 0.7443 0.925 0.2567 0.5750 0.925 0.9204 0.3419 0.0193
No log 26.96 81 0.7250 0.93 0.2461 0.5722 0.93 0.9227 0.3345 0.0176
No log 27.96 84 0.6988 0.93 0.2344 0.5118 0.93 0.9227 0.3151 0.0172
No log 28.96 87 0.6923 0.935 0.2272 0.5730 0.935 0.9303 0.3162 0.0175
No log 29.96 90 0.6752 0.935 0.2196 0.5646 0.935 0.9303 0.3016 0.0179
No log 30.96 93 0.6576 0.93 0.2117 0.5554 0.93 0.9227 0.2934 0.0188
No log 31.96 96 0.6476 0.93 0.2073 0.5617 0.93 0.9227 0.2867 0.0193
No log 32.96 99 0.6349 0.93 0.2009 0.5648 0.93 0.9245 0.2818 0.0178
No log 33.96 102 0.6195 0.92 0.1949 0.6098 0.92 0.9140 0.2612 0.0185
No log 34.96 105 0.6158 0.92 0.1921 0.6190 0.92 0.9140 0.2659 0.0184
No log 35.96 108 0.6093 0.93 0.1891 0.6182 0.93 0.9273 0.2616 0.0187
No log 36.96 111 0.6007 0.925 0.1854 0.6169 0.925 0.9170 0.2561 0.0182
No log 37.96 114 0.5877 0.925 0.1815 0.5400 0.925 0.9170 0.2575 0.0179
No log 38.96 117 0.5887 0.925 0.1793 0.6079 0.925 0.9170 0.2544 0.0188
No log 39.96 120 0.5865 0.915 0.1775 0.6123 0.915 0.9107 0.2510 0.0192
No log 40.96 123 0.5753 0.925 0.1738 0.5984 0.925 0.9230 0.2323 0.0190
No log 41.96 126 0.5727 0.92 0.1738 0.5394 0.92 0.9140 0.2305 0.0184
No log 42.96 129 0.5644 0.92 0.1724 0.5476 0.92 0.9140 0.2276 0.0186
No log 43.96 132 0.5597 0.92 0.1703 0.6031 0.92 0.9140 0.2285 0.0194
No log 44.96 135 0.5597 0.92 0.1688 0.6026 0.92 0.9140 0.2216 0.0187
No log 45.96 138 0.5580 0.925 0.1676 0.6051 0.925 0.9170 0.2194 0.0187
No log 46.96 141 0.5541 0.925 0.1658 0.6063 0.925 0.9170 0.2252 0.0184
No log 47.96 144 0.5533 0.925 0.1654 0.6153 0.925 0.9170 0.2164 0.0183
No log 48.96 147 0.5464 0.925 0.1629 0.6085 0.925 0.9170 0.2225 0.0183
No log 49.96 150 0.5407 0.925 0.1612 0.5988 0.925 0.9170 0.2187 0.0179
No log 50.96 153 0.5432 0.92 0.1625 0.6095 0.92 0.9150 0.2040 0.0177
No log 51.96 156 0.5425 0.915 0.1648 0.6964 0.915 0.9118 0.1977 0.0182
No log 52.96 159 0.5376 0.915 0.1623 0.6959 0.915 0.9118 0.2129 0.0192
No log 53.96 162 0.5299 0.915 0.1596 0.6710 0.915 0.9118 0.2120 0.0194
No log 54.96 165 0.5240 0.92 0.1579 0.6072 0.92 0.9150 0.2076 0.0183
No log 55.96 168 0.5297 0.92 0.1583 0.6704 0.92 0.9150 0.1997 0.0182
No log 56.96 171 0.5307 0.915 0.1585 0.6782 0.915 0.9118 0.2091 0.0187
No log 57.96 174 0.5257 0.925 0.1566 0.6692 0.925 0.9180 0.1970 0.0193
No log 58.96 177 0.5281 0.925 0.1576 0.6703 0.925 0.9180 0.2007 0.0182
No log 59.96 180 0.5282 0.92 0.1579 0.6690 0.92 0.9150 0.1842 0.0185
No log 60.96 183 0.5212 0.92 0.1573 0.6672 0.92 0.9150 0.1957 0.0189
No log 61.96 186 0.5203 0.92 0.1554 0.6655 0.92 0.9207 0.1918 0.0199
No log 62.96 189 0.5166 0.915 0.1557 0.6689 0.915 0.9118 0.1817 0.0195
No log 63.96 192 0.5168 0.915 0.1556 0.6695 0.915 0.9118 0.1895 0.0191
No log 64.96 195 0.5153 0.915 0.1547 0.6661 0.915 0.9118 0.1879 0.0188
No log 65.96 198 0.5157 0.915 0.1545 0.6665 0.915 0.9118 0.1890 0.0191
No log 66.96 201 0.5181 0.915 0.1549 0.6703 0.915 0.9118 0.1890 0.0191
No log 67.96 204 0.5168 0.915 0.1542 0.6686 0.915 0.9118 0.1882 0.0193
No log 68.96 207 0.5120 0.93 0.1532 0.6643 0.93 0.9269 0.1901 0.0195
No log 69.96 210 0.5091 0.92 0.1528 0.6596 0.92 0.9150 0.1866 0.0194
No log 70.96 213 0.5093 0.92 0.1526 0.6607 0.92 0.9150 0.1847 0.0182
No log 71.96 216 0.5143 0.925 0.1538 0.6675 0.925 0.9180 0.1789 0.0180
No log 72.96 219 0.5145 0.925 0.1550 0.6728 0.925 0.9180 0.1765 0.0187
No log 73.96 222 0.5090 0.92 0.1540 0.6658 0.92 0.9150 0.1904 0.0191
No log 74.96 225 0.5069 0.92 0.1530 0.6606 0.92 0.9150 0.1840 0.0189
No log 75.96 228 0.5051 0.92 0.1524 0.6624 0.92 0.9150 0.1925 0.0186
No log 76.96 231 0.5089 0.92 0.1539 0.6698 0.92 0.9150 0.1759 0.0189
No log 77.96 234 0.5053 0.92 0.1528 0.6647 0.92 0.9150 0.1748 0.0188
No log 78.96 237 0.5028 0.92 0.1524 0.6598 0.92 0.9150 0.1821 0.0182
No log 79.96 240 0.5043 0.92 0.1527 0.6615 0.92 0.9150 0.1810 0.0181
No log 80.96 243 0.5014 0.92 0.1523 0.6622 0.92 0.9150 0.1733 0.0184
No log 81.96 246 0.5035 0.92 0.1531 0.6635 0.92 0.9150 0.1791 0.0183
No log 82.96 249 0.5052 0.92 0.1538 0.6669 0.92 0.9150 0.1799 0.0186
No log 83.96 252 0.5040 0.92 0.1533 0.6640 0.92 0.9150 0.1833 0.0188
No log 84.96 255 0.5008 0.92 0.1530 0.6588 0.92 0.9150 0.1735 0.0188
No log 85.96 258 0.5027 0.915 0.1538 0.6599 0.915 0.9121 0.1751 0.0187
No log 86.96 261 0.5075 0.915 0.1551 0.6661 0.915 0.9121 0.1684 0.0187
No log 87.96 264 0.5107 0.92 0.1555 0.6734 0.92 0.9150 0.1748 0.0186
No log 88.96 267 0.5035 0.92 0.1534 0.6676 0.92 0.9150 0.1810 0.0192
No log 89.96 270 0.5006 0.92 0.1523 0.6624 0.92 0.9150 0.1867 0.0200
No log 90.96 273 0.4984 0.92 0.1521 0.6605 0.92 0.9150 0.1704 0.0201
No log 91.96 276 0.4976 0.92 0.1518 0.6586 0.92 0.9150 0.1702 0.0201
No log 92.96 279 0.4986 0.92 0.1520 0.6584 0.92 0.9150 0.1701 0.0201
No log 93.96 282 0.5005 0.92 0.1526 0.6596 0.92 0.9150 0.1714 0.0201
No log 94.96 285 0.5025 0.92 0.1533 0.6614 0.92 0.9150 0.1820 0.0202
No log 95.96 288 0.5043 0.92 0.1539 0.6634 0.92 0.9150 0.1721 0.0195
No log 96.96 291 0.5056 0.92 0.1542 0.6644 0.92 0.9150 0.1783 0.0194
No log 97.96 294 0.5075 0.92 0.1544 0.6648 0.92 0.9150 0.1723 0.0194
No log 98.96 297 0.5077 0.92 0.1544 0.6649 0.92 0.9150 0.1722 0.0194
No log 99.96 300 0.5075 0.92 0.1544 0.6650 0.92 0.9150 0.1721 0.0193

Framework versions