generated_from_trainer

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dit-finetuned_rvl_tobacco_crl_allv2

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 2.3428 0.005 0.9059 8.8950 0.005 0.0048 0.1391 0.9945
No log 1.96 6 2.3437 0.005 0.9052 8.8527 0.005 0.0048 0.1390 0.9942
No log 2.96 9 2.3397 0.005 0.9038 8.6108 0.005 0.0048 0.1389 0.9940
No log 3.96 12 2.3292 0.01 0.9018 7.9364 0.01 0.0091 0.1413 0.9925
No log 4.96 15 2.3200 0.02 0.8991 7.1029 0.02 0.0303 0.1462 0.9876
No log 5.96 18 2.3074 0.05 0.8958 6.6583 0.0500 0.0527 0.1638 0.9775
No log 6.96 21 2.2903 0.155 0.8918 6.3637 0.155 0.1012 0.2321 0.9477
No log 7.96 24 2.2706 0.18 0.8869 6.0129 0.18 0.1088 0.2487 0.9279
No log 8.96 27 2.2479 0.195 0.8810 4.5304 0.195 0.1154 0.2509 0.8991
No log 9.96 30 2.2212 0.215 0.8734 3.2783 0.2150 0.1365 0.2504 0.8008
No log 10.96 33 2.1853 0.305 0.8631 2.6641 0.305 0.1889 0.3073 0.6426
No log 11.96 36 2.1391 0.405 0.8489 2.2824 0.405 0.2593 0.3747 0.4193
No log 12.96 39 2.0878 0.485 0.8327 1.8576 0.485 0.3408 0.4203 0.2962
No log 13.96 42 2.0311 0.58 0.8157 1.4206 0.58 0.4327 0.4908 0.2186
No log 14.96 45 1.9707 0.605 0.7970 1.2940 0.605 0.4601 0.4866 0.1784
No log 15.96 48 1.9196 0.64 0.7803 1.2372 0.64 0.4958 0.5098 0.1483
No log 16.96 51 1.8690 0.68 0.7630 1.1960 0.68 0.5548 0.5403 0.1286
No log 17.96 54 1.8192 0.73 0.7448 1.1405 0.7300 0.6227 0.5655 0.0954
No log 18.96 57 1.7691 0.8 0.7272 1.1234 0.8000 0.6965 0.6131 0.0618
No log 19.96 60 1.7210 0.835 0.7096 1.0912 0.835 0.7380 0.6351 0.0463
No log 20.96 63 1.6734 0.84 0.6912 1.0707 0.8400 0.7410 0.6305 0.0404
No log 21.96 66 1.6273 0.85 0.6724 1.0024 0.85 0.7458 0.6316 0.0335
No log 22.96 69 1.5782 0.86 0.6525 0.9764 0.8600 0.7612 0.6265 0.0289
No log 23.96 72 1.5293 0.87 0.6327 0.9580 0.87 0.7690 0.6211 0.0227
No log 24.96 75 1.4840 0.87 0.6131 0.9549 0.87 0.7730 0.6157 0.0223
No log 25.96 78 1.4425 0.88 0.5937 0.9521 0.88 0.7829 0.6121 0.0209
No log 26.96 81 1.4013 0.875 0.5740 0.9456 0.875 0.7799 0.5931 0.0216
No log 27.96 84 1.3626 0.875 0.5550 0.9392 0.875 0.7828 0.5840 0.0219
No log 28.96 87 1.3237 0.87 0.5360 0.9386 0.87 0.7802 0.5656 0.0225
No log 29.96 90 1.2847 0.875 0.5166 0.9371 0.875 0.7854 0.5605 0.0208
No log 30.96 93 1.2515 0.88 0.4993 0.8803 0.88 0.7875 0.5431 0.0205
No log 31.96 96 1.2196 0.89 0.4824 0.9276 0.89 0.8120 0.5328 0.0192
No log 32.96 99 1.1854 0.885 0.4648 0.9279 0.885 0.8020 0.5183 0.0195
No log 33.96 102 1.1523 0.895 0.4480 0.9823 0.895 0.8347 0.5018 0.0189
No log 34.96 105 1.1231 0.895 0.4324 0.9680 0.895 0.8347 0.4931 0.0187
No log 35.96 108 1.0944 0.905 0.4174 0.9642 0.905 0.8527 0.4880 0.0173
No log 36.96 111 1.0648 0.91 0.4020 0.9006 0.91 0.8720 0.4702 0.0183
No log 37.96 114 1.0380 0.925 0.3885 0.8823 0.925 0.9005 0.4695 0.0160
No log 38.96 117 1.0127 0.92 0.3758 0.8700 0.92 0.8954 0.4523 0.0171
No log 39.96 120 0.9882 0.915 0.3629 0.8668 0.915 0.8864 0.4399 0.0170
No log 40.96 123 0.9655 0.93 0.3509 0.8642 0.93 0.9048 0.4435 0.0150
No log 41.96 126 0.9452 0.925 0.3412 0.8563 0.925 0.9016 0.4240 0.0159
No log 42.96 129 0.9248 0.925 0.3312 0.8581 0.925 0.9016 0.4130 0.0160
No log 43.96 132 0.9037 0.935 0.3207 0.8536 0.935 0.9204 0.4066 0.0159
No log 44.96 135 0.8859 0.93 0.3120 0.8420 0.93 0.9154 0.3929 0.0166
No log 45.96 138 0.8695 0.93 0.3039 0.8342 0.93 0.9154 0.3947 0.0163
No log 46.96 141 0.8536 0.935 0.2959 0.8340 0.935 0.9204 0.3970 0.0152
No log 47.96 144 0.8381 0.935 0.2889 0.8297 0.935 0.9204 0.3877 0.0150
No log 48.96 147 0.8217 0.94 0.2810 0.8237 0.94 0.9269 0.3783 0.0147
No log 49.96 150 0.8060 0.94 0.2725 0.8241 0.94 0.9277 0.3762 0.0142
No log 50.96 153 0.7892 0.935 0.2642 0.8185 0.935 0.9245 0.3522 0.0139
No log 51.96 156 0.7750 0.94 0.2577 0.8128 0.94 0.9330 0.3512 0.0131
No log 52.96 159 0.7602 0.94 0.2517 0.8020 0.94 0.9330 0.3517 0.0135
No log 53.96 162 0.7457 0.94 0.2449 0.7927 0.94 0.9330 0.3443 0.0134
No log 54.96 165 0.7342 0.94 0.2393 0.8457 0.94 0.9330 0.3248 0.0130
No log 55.96 168 0.7235 0.94 0.2344 0.8500 0.94 0.9330 0.3244 0.0127
No log 56.96 171 0.7161 0.935 0.2303 0.8536 0.935 0.9214 0.3181 0.0129
No log 57.96 174 0.7052 0.935 0.2251 0.8537 0.935 0.9214 0.3122 0.0128
No log 58.96 177 0.6930 0.935 0.2192 0.8442 0.935 0.9214 0.3123 0.0121
No log 59.96 180 0.6830 0.94 0.2146 0.8339 0.94 0.9263 0.3003 0.0119
No log 60.96 183 0.6735 0.94 0.2108 0.8266 0.94 0.9263 0.2944 0.0120
No log 61.96 186 0.6654 0.935 0.2068 0.8249 0.935 0.9231 0.3001 0.0120
No log 62.96 189 0.6572 0.935 0.2029 0.8228 0.935 0.9231 0.2784 0.0115
No log 63.96 192 0.6526 0.935 0.2001 0.8257 0.935 0.9231 0.2749 0.0116
No log 64.96 195 0.6448 0.935 0.1977 0.8244 0.935 0.9244 0.2643 0.0118
No log 65.96 198 0.6366 0.935 0.1944 0.8169 0.935 0.9244 0.2607 0.0115
No log 66.96 201 0.6281 0.935 0.1908 0.8088 0.935 0.9231 0.2745 0.0113
No log 67.96 204 0.6206 0.935 0.1876 0.8037 0.935 0.9231 0.2784 0.0112
No log 68.96 207 0.6143 0.935 0.1853 0.8025 0.935 0.9231 0.2662 0.0112
No log 69.96 210 0.6102 0.94 0.1839 0.8010 0.94 0.9330 0.2584 0.0113
No log 70.96 213 0.6053 0.94 0.1822 0.7991 0.94 0.9330 0.2639 0.0113
No log 71.96 216 0.6000 0.94 0.1802 0.7949 0.94 0.9330 0.2516 0.0113
No log 72.96 219 0.5941 0.94 0.1773 0.7891 0.94 0.9330 0.2670 0.0112
No log 73.96 222 0.5888 0.94 0.1747 0.7846 0.94 0.9330 0.2457 0.0109
No log 74.96 225 0.5837 0.94 0.1724 0.7831 0.94 0.9330 0.2425 0.0107
No log 75.96 228 0.5801 0.94 0.1711 0.7857 0.94 0.9330 0.2411 0.0108
No log 76.96 231 0.5783 0.935 0.1708 0.7884 0.935 0.9231 0.2342 0.0110
No log 77.96 234 0.5767 0.93 0.1707 0.7882 0.93 0.9139 0.2375 0.0109
No log 78.96 237 0.5754 0.93 0.1703 0.7863 0.93 0.9154 0.2255 0.0109
No log 79.96 240 0.5732 0.93 0.1694 0.7848 0.93 0.9154 0.2365 0.0111
No log 80.96 243 0.5715 0.93 0.1685 0.7834 0.93 0.9154 0.2433 0.0111
No log 81.96 246 0.5675 0.93 0.1672 0.7803 0.93 0.9154 0.2423 0.0110
No log 82.96 249 0.5648 0.93 0.1661 0.7773 0.93 0.9154 0.2352 0.0108
No log 83.96 252 0.5624 0.93 0.1653 0.7753 0.93 0.9154 0.2343 0.0108
No log 84.96 255 0.5608 0.93 0.1646 0.7746 0.93 0.9154 0.2332 0.0108
No log 85.96 258 0.5589 0.93 0.1642 0.7748 0.93 0.9154 0.2310 0.0110
No log 86.96 261 0.5574 0.93 0.1638 0.7741 0.93 0.9154 0.2286 0.0111
No log 87.96 264 0.5559 0.93 0.1636 0.7739 0.93 0.9154 0.2274 0.0108
No log 88.96 267 0.5555 0.93 0.1631 0.7748 0.93 0.9154 0.2264 0.0109
No log 89.96 270 0.5539 0.93 0.1623 0.7743 0.93 0.9154 0.2255 0.0108
No log 90.96 273 0.5525 0.93 0.1616 0.7738 0.93 0.9154 0.2251 0.0108
No log 91.96 276 0.5508 0.93 0.1612 0.7726 0.93 0.9154 0.2254 0.0108
No log 92.96 279 0.5498 0.93 0.1610 0.7721 0.93 0.9154 0.2240 0.0107
No log 93.96 282 0.5497 0.93 0.1607 0.7717 0.93 0.9154 0.2141 0.0107
No log 94.96 285 0.5487 0.93 0.1605 0.7711 0.93 0.9154 0.2138 0.0107
No log 95.96 288 0.5473 0.93 0.1601 0.7704 0.93 0.9154 0.2129 0.0106
No log 96.96 291 0.5467 0.93 0.1599 0.7701 0.93 0.9154 0.2124 0.0106
No log 97.96 294 0.5462 0.93 0.1597 0.7698 0.93 0.9154 0.2121 0.0106
No log 98.96 297 0.5458 0.93 0.1596 0.7694 0.93 0.9154 0.2120 0.0106
No log 99.96 300 0.5457 0.93 0.1595 0.7692 0.93 0.9154 0.2119 0.0106

Framework versions