generated_from_trainer

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vit-base_rvl_tobacco

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 2.3234 0.045 0.9050 9.6090 0.045 0.0479 0.1570 0.9674
No log 1.96 6 2.3007 0.05 0.9005 8.5690 0.0500 0.0549 0.1567 0.9599
No log 2.96 9 2.2614 0.095 0.8924 6.9011 0.095 0.0853 0.1807 0.9128
No log 3.96 12 2.2062 0.255 0.8804 5.5442 0.255 0.1609 0.2738 0.7469
No log 4.96 15 2.1348 0.385 0.8636 4.0613 0.3850 0.2330 0.3605 0.4157
No log 5.96 18 2.0473 0.48 0.8410 2.5353 0.48 0.3152 0.4376 0.2329
No log 6.96 21 1.9483 0.64 0.8128 2.0469 0.64 0.5131 0.5355 0.1314
No log 7.96 24 1.8371 0.735 0.7783 1.7309 0.735 0.6333 0.5897 0.0802
No log 8.96 27 1.7227 0.775 0.7393 1.3371 0.775 0.6937 0.6049 0.0560
No log 9.96 30 1.6124 0.805 0.6978 1.1320 0.805 0.7319 0.5981 0.0462
No log 10.96 33 1.4990 0.82 0.6518 0.9973 0.82 0.7658 0.5882 0.0444
No log 11.96 36 1.3922 0.855 0.6064 0.8830 0.855 0.8127 0.5823 0.0397
No log 12.96 39 1.2985 0.865 0.5653 0.8957 0.865 0.8350 0.5604 0.0365
No log 13.96 42 1.2141 0.89 0.5271 0.6892 0.89 0.8733 0.5564 0.0331
No log 14.96 45 1.1402 0.895 0.4926 0.6695 0.895 0.8803 0.5341 0.0321
No log 15.96 48 1.0699 0.91 0.4596 0.6407 0.91 0.8999 0.5185 0.0285
No log 16.96 51 1.0037 0.91 0.4282 0.6163 0.91 0.8979 0.4831 0.0270
No log 17.96 54 0.9457 0.915 0.4004 0.6126 0.915 0.9011 0.4618 0.0247
No log 18.96 57 0.8914 0.915 0.3742 0.6066 0.915 0.9011 0.4426 0.0242
No log 19.96 60 0.8405 0.92 0.3495 0.5898 0.92 0.9102 0.4314 0.0216
No log 20.96 63 0.7995 0.915 0.3291 0.5934 0.915 0.9049 0.4033 0.0204
No log 21.96 66 0.7583 0.915 0.3089 0.5883 0.915 0.9049 0.3818 0.0206
No log 22.96 69 0.7228 0.915 0.2915 0.5835 0.915 0.9049 0.3707 0.0199
No log 23.96 72 0.6889 0.925 0.2747 0.5703 0.925 0.9169 0.3649 0.0191
No log 24.96 75 0.6624 0.925 0.2614 0.5769 0.925 0.9200 0.3375 0.0190
No log 25.96 78 0.6373 0.925 0.2491 0.5764 0.925 0.9218 0.3206 0.0191
No log 26.96 81 0.6106 0.93 0.2363 0.5570 0.93 0.9251 0.3276 0.0186
No log 27.96 84 0.5945 0.93 0.2281 0.5721 0.93 0.9251 0.3201 0.0187
No log 28.96 87 0.5780 0.92 0.2206 0.5668 0.92 0.9190 0.3008 0.0200
No log 29.96 90 0.5613 0.925 0.2125 0.5709 0.925 0.9218 0.2961 0.0191
No log 30.96 93 0.5456 0.925 0.2051 0.6155 0.925 0.9175 0.2764 0.0182
No log 31.96 96 0.5354 0.91 0.2008 0.6139 0.91 0.9104 0.2600 0.0187
No log 32.96 99 0.5248 0.91 0.1961 0.6078 0.91 0.9104 0.2610 0.0194
No log 33.96 102 0.5151 0.91 0.1915 0.6158 0.91 0.9084 0.2529 0.0186
No log 34.96 105 0.5066 0.91 0.1880 0.6121 0.91 0.9084 0.2409 0.0186
No log 35.96 108 0.4986 0.91 0.1846 0.6070 0.91 0.9084 0.2429 0.0186
No log 36.96 111 0.4920 0.91 0.1817 0.6208 0.91 0.9084 0.2380 0.0187
No log 37.96 114 0.4858 0.91 0.1793 0.6081 0.91 0.9084 0.2319 0.0185
No log 38.96 117 0.4792 0.91 0.1766 0.6044 0.91 0.9084 0.2276 0.0184
No log 39.96 120 0.4753 0.91 0.1749 0.6671 0.91 0.9084 0.2245 0.0185
No log 40.96 123 0.4704 0.905 0.1731 0.6137 0.905 0.9056 0.2321 0.0186
No log 41.96 126 0.4656 0.91 0.1714 0.6028 0.91 0.9084 0.2259 0.0187
No log 42.96 129 0.4624 0.91 0.1703 0.6048 0.91 0.9084 0.2080 0.0189
No log 43.96 132 0.4604 0.905 0.1695 0.6674 0.905 0.9056 0.2167 0.0187
No log 44.96 135 0.4553 0.905 0.1678 0.6190 0.905 0.9056 0.2130 0.0185
No log 45.96 138 0.4512 0.905 0.1663 0.6002 0.905 0.9056 0.2182 0.0186
No log 46.96 141 0.4513 0.905 0.1665 0.6681 0.905 0.9056 0.1902 0.0185
No log 47.96 144 0.4480 0.905 0.1656 0.6661 0.905 0.9056 0.1900 0.0186
No log 48.96 147 0.4451 0.905 0.1647 0.6085 0.905 0.9056 0.1969 0.0185
No log 49.96 150 0.4429 0.905 0.1638 0.6729 0.905 0.9056 0.1954 0.0186
No log 50.96 153 0.4416 0.905 0.1637 0.7300 0.905 0.9056 0.1730 0.0188
No log 51.96 156 0.4390 0.905 0.1627 0.6832 0.905 0.9056 0.1881 0.0187
No log 52.96 159 0.4377 0.905 0.1625 0.6708 0.905 0.9056 0.1724 0.0187
No log 53.96 162 0.4360 0.905 0.1620 0.7300 0.905 0.9056 0.1714 0.0189
No log 54.96 165 0.4338 0.905 0.1613 0.6734 0.905 0.9056 0.1923 0.0190
No log 55.96 168 0.4321 0.905 0.1609 0.6635 0.905 0.9056 0.1846 0.0189
No log 56.96 171 0.4326 0.905 0.1614 0.6722 0.905 0.9056 0.1851 0.0190
No log 57.96 174 0.4322 0.905 0.1613 0.7871 0.905 0.9056 0.1850 0.0191
No log 58.96 177 0.4286 0.905 0.1600 0.6660 0.905 0.9056 0.1733 0.0190
No log 59.96 180 0.4267 0.905 0.1596 0.6581 0.905 0.9056 0.1720 0.0190
No log 60.96 183 0.4277 0.905 0.1601 0.7252 0.905 0.9056 0.1772 0.0189
No log 61.96 186 0.4274 0.905 0.1601 0.7841 0.905 0.9056 0.1866 0.0192
No log 62.96 189 0.4264 0.905 0.1598 0.7830 0.905 0.9056 0.1669 0.0191
No log 63.96 192 0.4246 0.905 0.1595 0.7188 0.905 0.9056 0.1671 0.0191
No log 64.96 195 0.4236 0.905 0.1592 0.7170 0.905 0.9056 0.1762 0.0193
No log 65.96 198 0.4238 0.905 0.1594 0.7235 0.905 0.9056 0.1757 0.0192
No log 66.96 201 0.4227 0.905 0.1591 0.7218 0.905 0.9056 0.1724 0.0192
No log 67.96 204 0.4220 0.905 0.1590 0.7195 0.905 0.9056 0.1715 0.0191
No log 68.96 207 0.4214 0.905 0.1589 0.7201 0.905 0.9056 0.1708 0.0191
No log 69.96 210 0.4210 0.905 0.1588 0.7210 0.905 0.9056 0.1703 0.0193
No log 70.96 213 0.4211 0.905 0.1590 0.7226 0.905 0.9056 0.1697 0.0193
No log 71.96 216 0.4201 0.905 0.1587 0.7165 0.905 0.9056 0.1785 0.0193
No log 72.96 219 0.4194 0.905 0.1587 0.7145 0.905 0.9056 0.1780 0.0194
No log 73.96 222 0.4194 0.905 0.1587 0.7189 0.905 0.9056 0.1777 0.0194
No log 74.96 225 0.4192 0.905 0.1587 0.7193 0.905 0.9056 0.1770 0.0194
No log 75.96 228 0.4188 0.905 0.1586 0.7186 0.905 0.9056 0.1764 0.0192
No log 76.96 231 0.4180 0.905 0.1585 0.7148 0.905 0.9056 0.1786 0.0192
No log 77.96 234 0.4174 0.905 0.1584 0.7121 0.905 0.9056 0.1746 0.0193
No log 78.96 237 0.4178 0.905 0.1585 0.7159 0.905 0.9056 0.1720 0.0195
No log 79.96 240 0.4177 0.905 0.1586 0.7161 0.905 0.9056 0.1627 0.0195
No log 80.96 243 0.4173 0.905 0.1585 0.7147 0.905 0.9056 0.1627 0.0195
No log 81.96 246 0.4171 0.905 0.1585 0.7159 0.905 0.9056 0.1650 0.0195
No log 82.96 249 0.4162 0.905 0.1582 0.7135 0.905 0.9056 0.1742 0.0194
No log 83.96 252 0.4163 0.905 0.1584 0.7138 0.905 0.9056 0.1522 0.0196
No log 84.96 255 0.4161 0.905 0.1583 0.7136 0.905 0.9056 0.1616 0.0195
No log 85.96 258 0.4163 0.905 0.1585 0.7143 0.905 0.9056 0.1615 0.0196
No log 86.96 261 0.4161 0.905 0.1585 0.7132 0.905 0.9056 0.1614 0.0195
No log 87.96 264 0.4159 0.905 0.1584 0.7133 0.905 0.9056 0.1514 0.0195
No log 88.96 267 0.4157 0.905 0.1584 0.7132 0.905 0.9056 0.1513 0.0195
No log 89.96 270 0.4156 0.905 0.1584 0.7134 0.905 0.9056 0.1511 0.0195
No log 90.96 273 0.4153 0.905 0.1583 0.7124 0.905 0.9056 0.1605 0.0195
No log 91.96 276 0.4153 0.905 0.1584 0.7121 0.905 0.9056 0.1604 0.0195
No log 92.96 279 0.4154 0.905 0.1584 0.7127 0.905 0.9056 0.1603 0.0195
No log 93.96 282 0.4154 0.905 0.1585 0.7131 0.905 0.9056 0.1603 0.0195
No log 94.96 285 0.4154 0.905 0.1585 0.7132 0.905 0.9056 0.1603 0.0195
No log 95.96 288 0.4154 0.905 0.1585 0.7135 0.905 0.9056 0.1603 0.0196
No log 96.96 291 0.4153 0.905 0.1585 0.7133 0.905 0.9056 0.1602 0.0195
No log 97.96 294 0.4152 0.905 0.1584 0.7132 0.905 0.9056 0.1601 0.0196
No log 98.96 297 0.4152 0.905 0.1584 0.7130 0.905 0.9056 0.1601 0.0196
No log 99.96 300 0.4152 0.905 0.1584 0.7130 0.905 0.9056 0.1601 0.0196

Framework versions