generated_from_trainer

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vit-base_rvl_tobacco_crl_allv2

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 2.3674 0.04 0.9050 9.6086 0.04 0.0438 0.1520 0.9678
No log 1.96 6 2.3484 0.05 0.9004 8.5656 0.0500 0.0549 0.1567 0.9600
No log 2.96 9 2.3106 0.095 0.8923 6.8919 0.095 0.0853 0.1832 0.9122
No log 3.96 12 2.2538 0.27 0.8801 5.5263 0.27 0.1666 0.2921 0.7417
No log 4.96 15 2.1898 0.39 0.8630 3.9890 0.39 0.2376 0.3516 0.4066
No log 5.96 18 2.1124 0.49 0.8400 2.4772 0.49 0.3221 0.4366 0.2273
No log 6.96 21 2.0178 0.65 0.8115 2.0300 0.65 0.5251 0.5447 0.1261
No log 7.96 24 1.9053 0.74 0.7769 1.7062 0.74 0.6400 0.5939 0.0731
No log 8.96 27 1.7938 0.78 0.7383 1.3250 0.78 0.6962 0.6183 0.0523
No log 9.96 30 1.6845 0.825 0.6966 1.1128 0.825 0.7679 0.6216 0.0419
No log 10.96 33 1.5726 0.835 0.6507 0.9279 0.835 0.7902 0.5892 0.0413
No log 11.96 36 1.4703 0.855 0.6058 0.8610 0.855 0.8168 0.5789 0.0388
No log 12.96 39 1.3783 0.88 0.5647 0.7009 0.88 0.8462 0.5745 0.0333
No log 13.96 42 1.2986 0.885 0.5277 0.6657 0.885 0.8617 0.5458 0.0319
No log 14.96 45 1.2260 0.91 0.4930 0.6487 0.91 0.8999 0.5400 0.0284
No log 15.96 48 1.1579 0.91 0.4596 0.6307 0.91 0.8999 0.5268 0.0261
No log 16.96 51 1.0942 0.915 0.4281 0.5573 0.915 0.9011 0.4938 0.0242
No log 17.96 54 1.0383 0.915 0.4004 0.6216 0.915 0.9011 0.4780 0.0228
No log 18.96 57 0.9877 0.92 0.3742 0.6119 0.92 0.9077 0.4502 0.0212
No log 19.96 60 0.9380 0.925 0.3495 0.5968 0.925 0.9167 0.4332 0.0195
No log 20.96 63 0.8961 0.92 0.3280 0.5971 0.92 0.9130 0.4097 0.0188
No log 21.96 66 0.8581 0.925 0.3086 0.5969 0.925 0.9169 0.4032 0.0190
No log 22.96 69 0.8218 0.92 0.2901 0.5901 0.92 0.9130 0.3764 0.0186
No log 23.96 72 0.7899 0.92 0.2741 0.5890 0.92 0.9130 0.3736 0.0181
No log 24.96 75 0.7627 0.93 0.2603 0.5946 0.93 0.9245 0.3535 0.0175
No log 25.96 78 0.7346 0.93 0.2470 0.5839 0.93 0.9245 0.3440 0.0165
No log 26.96 81 0.7114 0.93 0.2361 0.5823 0.93 0.9245 0.3261 0.0169
No log 27.96 84 0.6914 0.93 0.2265 0.5842 0.93 0.9245 0.3151 0.0170
No log 28.96 87 0.6730 0.925 0.2179 0.5840 0.925 0.9216 0.3048 0.0170
No log 29.96 90 0.6564 0.92 0.2107 0.6412 0.92 0.9159 0.2932 0.0171
No log 30.96 93 0.6416 0.92 0.2043 0.6918 0.92 0.9159 0.2884 0.0172
No log 31.96 96 0.6287 0.92 0.1986 0.6890 0.92 0.9140 0.2801 0.0169
No log 32.96 99 0.6165 0.92 0.1934 0.6360 0.92 0.9150 0.2650 0.0170
No log 33.96 102 0.6064 0.92 0.1892 0.6819 0.92 0.9150 0.2585 0.0170
No log 34.96 105 0.5970 0.92 0.1855 0.6806 0.92 0.9150 0.2525 0.0169
No log 35.96 108 0.5880 0.915 0.1818 0.6778 0.915 0.9121 0.2494 0.0171
No log 36.96 111 0.5801 0.91 0.1789 0.6766 0.91 0.9089 0.2427 0.0170
No log 37.96 114 0.5732 0.91 0.1764 0.6757 0.91 0.9089 0.2376 0.0166
No log 38.96 117 0.5672 0.91 0.1739 0.6741 0.91 0.9089 0.2337 0.0165
No log 39.96 120 0.5617 0.91 0.1717 0.6732 0.91 0.9089 0.2305 0.0165
No log 40.96 123 0.5562 0.91 0.1698 0.6723 0.91 0.9089 0.2266 0.0164
No log 41.96 126 0.5516 0.91 0.1682 0.6724 0.91 0.9089 0.2230 0.0165
No log 42.96 129 0.5470 0.91 0.1666 0.6719 0.91 0.9089 0.2201 0.0165
No log 43.96 132 0.5428 0.91 0.1653 0.6718 0.91 0.9089 0.2174 0.0167
No log 44.96 135 0.5400 0.91 0.1642 0.6726 0.91 0.9089 0.2145 0.0167
No log 45.96 138 0.5373 0.91 0.1632 0.6738 0.91 0.9089 0.2216 0.0168
No log 46.96 141 0.5347 0.91 0.1621 0.6744 0.91 0.9089 0.2095 0.0167
No log 47.96 144 0.5318 0.91 0.1613 0.6775 0.91 0.9089 0.2074 0.0166
No log 48.96 147 0.5294 0.91 0.1606 0.7357 0.91 0.9089 0.2054 0.0166
No log 49.96 150 0.5270 0.91 0.1598 0.7350 0.91 0.9089 0.2029 0.0166
No log 50.96 153 0.5240 0.91 0.1593 0.7347 0.91 0.9089 0.1920 0.0166
No log 51.96 156 0.5218 0.91 0.1586 0.7340 0.91 0.9089 0.1902 0.0167
No log 52.96 159 0.5200 0.91 0.1581 0.7336 0.91 0.9089 0.1925 0.0168
No log 53.96 162 0.5178 0.905 0.1576 0.7333 0.905 0.9056 0.1903 0.0171
No log 54.96 165 0.5156 0.905 0.1571 0.7323 0.905 0.9056 0.1888 0.0172
No log 55.96 168 0.5138 0.905 0.1565 0.7318 0.905 0.9056 0.1971 0.0172
No log 56.96 171 0.5122 0.905 0.1561 0.7313 0.905 0.9056 0.1771 0.0173
No log 57.96 174 0.5106 0.905 0.1557 0.7308 0.905 0.9056 0.1947 0.0175
No log 58.96 177 0.5093 0.905 0.1554 0.7308 0.905 0.9056 0.2033 0.0176
No log 59.96 180 0.5080 0.905 0.1550 0.7307 0.905 0.9056 0.2021 0.0175
No log 60.96 183 0.5068 0.905 0.1547 0.7305 0.905 0.9056 0.1914 0.0176
No log 61.96 186 0.5055 0.905 0.1545 0.7301 0.905 0.9056 0.1813 0.0178
No log 62.96 189 0.5039 0.905 0.1541 0.7292 0.905 0.9056 0.1803 0.0178
No log 63.96 192 0.5029 0.905 0.1539 0.7297 0.905 0.9056 0.1893 0.0179
No log 64.96 195 0.5018 0.905 0.1537 0.7292 0.905 0.9056 0.1883 0.0178
No log 65.96 198 0.5007 0.905 0.1534 0.7286 0.905 0.9056 0.1873 0.0178
No log 66.96 201 0.5002 0.905 0.1534 0.7292 0.905 0.9056 0.1869 0.0179
No log 67.96 204 0.4993 0.905 0.1532 0.7287 0.905 0.9056 0.1771 0.0179
No log 68.96 207 0.4989 0.905 0.1530 0.7287 0.905 0.9056 0.1668 0.0179
No log 69.96 210 0.4988 0.905 0.1530 0.7290 0.905 0.9056 0.1664 0.0179
No log 70.96 213 0.4983 0.905 0.1528 0.7289 0.905 0.9056 0.1658 0.0179
No log 71.96 216 0.4977 0.905 0.1526 0.7290 0.905 0.9056 0.1653 0.0180
No log 72.96 219 0.4971 0.905 0.1525 0.7289 0.905 0.9056 0.1732 0.0181
No log 73.96 222 0.4966 0.905 0.1525 0.7291 0.905 0.9056 0.1731 0.0181
No log 74.96 225 0.4961 0.905 0.1523 0.7291 0.905 0.9056 0.1726 0.0182
No log 75.96 228 0.4955 0.905 0.1522 0.7292 0.905 0.9056 0.1718 0.0181
No log 76.96 231 0.4950 0.905 0.1521 0.7290 0.905 0.9056 0.1714 0.0181
No log 77.96 234 0.4945 0.905 0.1520 0.7289 0.905 0.9056 0.1712 0.0181
No log 78.96 237 0.4946 0.905 0.1519 0.7290 0.905 0.9056 0.1709 0.0181
No log 79.96 240 0.4944 0.905 0.1518 0.7292 0.905 0.9056 0.1705 0.0181
No log 80.96 243 0.4942 0.905 0.1518 0.7293 0.905 0.9056 0.1732 0.0182
No log 81.96 246 0.4939 0.905 0.1517 0.7293 0.905 0.9056 0.1698 0.0182
No log 82.96 249 0.4937 0.905 0.1517 0.7299 0.905 0.9056 0.1695 0.0182
No log 83.96 252 0.4932 0.905 0.1515 0.7294 0.905 0.9056 0.1698 0.0182
No log 84.96 255 0.4929 0.905 0.1514 0.7292 0.905 0.9056 0.1695 0.0182
No log 85.96 258 0.4928 0.905 0.1515 0.7297 0.905 0.9056 0.1693 0.0182
No log 86.96 261 0.4925 0.905 0.1514 0.7296 0.905 0.9056 0.1690 0.0182
No log 87.96 264 0.4923 0.905 0.1513 0.7294 0.905 0.9056 0.1688 0.0183
No log 88.96 267 0.4921 0.905 0.1512 0.7296 0.905 0.9056 0.1687 0.0182
No log 89.96 270 0.4920 0.905 0.1512 0.7299 0.905 0.9056 0.1685 0.0182
No log 90.96 273 0.4918 0.905 0.1512 0.7298 0.905 0.9056 0.1683 0.0182
No log 91.96 276 0.4917 0.905 0.1512 0.7298 0.905 0.9056 0.1775 0.0183
No log 92.96 279 0.4916 0.905 0.1512 0.7299 0.905 0.9056 0.1773 0.0183
No log 93.96 282 0.4915 0.905 0.1511 0.7300 0.905 0.9056 0.1843 0.0184
No log 94.96 285 0.4915 0.905 0.1511 0.7300 0.905 0.9056 0.1842 0.0184
No log 95.96 288 0.4915 0.905 0.1511 0.7302 0.905 0.9056 0.1841 0.0184
No log 96.96 291 0.4914 0.905 0.1511 0.7302 0.905 0.9056 0.1840 0.0184
No log 97.96 294 0.4914 0.905 0.1511 0.7302 0.905 0.9056 0.1840 0.0184
No log 98.96 297 0.4914 0.905 0.1511 0.7302 0.905 0.9056 0.1840 0.0184
No log 99.96 300 0.4914 0.905 0.1511 0.7302 0.905 0.9056 0.1839 0.0184

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