metadata
license: mit
tags:
- generated_from_trainer
model-index:
- name: BERiT_2000_custom_architecture_100_epochs
results: []
BERiT_2000_custom_architecture_100_epochs
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.3615
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:
- learning_rate: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 16.6444 | 0.19 | 500 | 8.8209 |
| 8.1904 | 0.39 | 1000 | 7.5197 |
| 7.3572 | 0.58 | 1500 | 7.1037 |
| 7.0042 | 0.77 | 2000 | 6.8817 |
| 6.8626 | 0.97 | 2500 | 6.7353 |
| 6.7582 | 1.16 | 3000 | 6.5802 |
| 6.6345 | 1.36 | 3500 | 6.4232 |
| 6.5817 | 1.55 | 4000 | 6.3375 |
| 6.517 | 1.74 | 4500 | 6.3439 |
| 6.4531 | 1.94 | 5000 | 6.2870 |
| 6.469 | 2.13 | 5500 | 6.3208 |
| 6.4503 | 2.32 | 6000 | 6.2136 |
| 6.3679 | 2.52 | 6500 | 6.2260 |
| 6.4032 | 2.71 | 7000 | 6.2015 |
| 6.357 | 2.9 | 7500 | 6.2363 |
| 6.3349 | 3.1 | 8000 | 6.2101 |
| 6.342 | 3.29 | 8500 | 6.2031 |
| 6.3047 | 3.49 | 9000 | 6.1945 |
| 6.3204 | 3.68 | 9500 | 6.1681 |
| 6.2935 | 3.87 | 10000 | 6.1999 |
| 6.3319 | 4.07 | 10500 | 6.1613 |
| 6.2528 | 4.26 | 11000 | 6.1354 |
| 6.2683 | 4.45 | 11500 | 6.2427 |
| 6.2572 | 4.65 | 12000 | 6.1477 |
| 6.2509 | 4.84 | 12500 | 6.1770 |
| 6.2402 | 5.03 | 13000 | 6.1779 |
| 6.2412 | 5.23 | 13500 | 6.1516 |
| 6.2291 | 5.42 | 14000 | 6.1498 |
| 6.2203 | 5.62 | 14500 | 6.1804 |
| 6.2341 | 5.81 | 15000 | 6.1501 |
| 6.2242 | 6.0 | 15500 | 6.1239 |
| 6.2163 | 6.2 | 16000 | 6.1567 |
| 6.2079 | 6.39 | 16500 | 6.1188 |
| 6.2176 | 6.58 | 17000 | 6.1620 |
| 6.1926 | 6.78 | 17500 | 6.1635 |
| 6.1743 | 6.97 | 18000 | 6.0749 |
| 6.1978 | 7.16 | 18500 | 6.1316 |
| 6.1868 | 7.36 | 19000 | 6.0297 |
| 6.19 | 7.55 | 19500 | 6.1126 |
| 6.2005 | 7.75 | 20000 | 6.0985 |
| 6.2056 | 7.94 | 20500 | 6.1100 |
| 6.1628 | 8.13 | 21000 | 6.1321 |
| 6.169 | 8.33 | 21500 | 6.0842 |
| 6.1636 | 8.52 | 22000 | 6.1205 |
| 6.1278 | 8.71 | 22500 | 6.1270 |
| 6.1656 | 8.91 | 23000 | 6.1049 |
| 6.1526 | 9.1 | 23500 | 6.1462 |
| 6.1624 | 9.3 | 24000 | 6.0534 |
| 6.1353 | 9.49 | 24500 | 6.0862 |
| 6.1264 | 9.68 | 25000 | 6.0844 |
| 6.1648 | 9.88 | 25500 | 6.1206 |
| 6.1574 | 10.07 | 26000 | 6.0942 |
| 6.0971 | 10.26 | 26500 | 6.1151 |
| 6.119 | 10.46 | 27000 | 6.1148 |
| 6.1217 | 10.65 | 27500 | 6.1076 |
| 6.1054 | 10.84 | 28000 | 6.1457 |
| 6.1402 | 11.04 | 28500 | 6.0442 |
| 6.1124 | 11.23 | 29000 | 6.1404 |
| 6.1457 | 11.43 | 29500 | 6.0622 |
| 6.1248 | 11.62 | 30000 | 6.1377 |
| 6.1204 | 11.81 | 30500 | 6.1056 |
| 6.1097 | 12.01 | 31000 | 6.0780 |
| 6.0713 | 12.2 | 31500 | 6.0061 |
| 6.1119 | 12.39 | 32000 | 6.1671 |
| 6.0744 | 12.59 | 32500 | 6.1235 |
| 6.082 | 12.78 | 33000 | 6.0905 |
| 6.0962 | 12.97 | 33500 | 6.0936 |
| 6.1265 | 13.17 | 34000 | 6.0786 |
| 6.0941 | 13.36 | 34500 | 6.0944 |
| 6.0694 | 13.56 | 35000 | 6.0988 |
| 6.0784 | 13.75 | 35500 | 6.1221 |
| 6.0749 | 13.94 | 36000 | 6.0961 |
| 6.103 | 14.14 | 36500 | 6.0141 |
| 6.0944 | 14.33 | 37000 | 6.0812 |
| 6.0869 | 14.52 | 37500 | 6.0423 |
| 6.0986 | 14.72 | 38000 | 6.1194 |
| 6.0759 | 14.91 | 38500 | 6.0504 |
| 6.0592 | 15.1 | 39000 | 6.1483 |
| 6.0624 | 15.3 | 39500 | 6.0978 |
| 6.077 | 15.49 | 40000 | 6.0585 |
| 6.0581 | 15.69 | 40500 | 6.0355 |
| 6.0612 | 15.88 | 41000 | 6.0742 |
| 6.0536 | 16.07 | 41500 | 6.1443 |
| 6.057 | 16.27 | 42000 | 6.0574 |
| 6.0419 | 16.46 | 42500 | 6.0372 |
| 6.0076 | 16.65 | 43000 | 6.0624 |
| 6.0773 | 16.85 | 43500 | 6.0624 |
| 6.0317 | 17.04 | 44000 | 6.0738 |
| 6.0248 | 17.23 | 44500 | 6.0959 |
| 6.0459 | 17.43 | 45000 | 6.0636 |
| 6.0332 | 17.62 | 45500 | 6.0536 |
| 6.0319 | 17.82 | 46000 | 6.0659 |
| 6.0363 | 18.01 | 46500 | 6.0154 |
| 6.0001 | 18.2 | 47000 | 6.0082 |
| 5.9719 | 18.4 | 47500 | 6.0778 |
| 6.0332 | 18.59 | 48000 | 6.0491 |
| 6.0061 | 18.78 | 48500 | 5.9457 |
| 5.9675 | 18.98 | 49000 | 5.9768 |
| 5.9749 | 19.17 | 49500 | 6.0173 |
| 5.9944 | 19.36 | 50000 | 5.9981 |
| 6.0248 | 19.56 | 50500 | 5.9255 |
| 5.9774 | 19.75 | 51000 | 6.0158 |
| 5.9768 | 19.95 | 51500 | 5.9443 |
| 5.9499 | 20.14 | 52000 | 5.9708 |
| 5.979 | 20.33 | 52500 | 5.9296 |
| 5.9881 | 20.53 | 53000 | 5.9506 |
| 5.9775 | 20.72 | 53500 | 5.9266 |
| 5.9361 | 20.91 | 54000 | 5.9270 |
| 5.9427 | 21.11 | 54500 | 5.9461 |
| 5.9396 | 21.3 | 55000 | 5.9156 |
| 5.9596 | 21.49 | 55500 | 5.9185 |
| 5.9079 | 21.69 | 56000 | 5.9630 |
| 5.9579 | 21.88 | 56500 | 5.8991 |
| 5.9564 | 22.08 | 57000 | 5.9097 |
| 5.9225 | 22.27 | 57500 | 5.9452 |
| 5.9202 | 22.46 | 58000 | 5.8680 |
| 5.9103 | 22.66 | 58500 | 5.8985 |
| 5.9106 | 22.85 | 59000 | 5.8656 |
| 5.913 | 23.04 | 59500 | 5.8292 |
| 5.9249 | 23.24 | 60000 | 5.8420 |
| 5.8948 | 23.43 | 60500 | 5.8782 |
| 5.9273 | 23.63 | 61000 | 5.8952 |
| 5.8788 | 23.82 | 61500 | 5.8438 |
| 5.898 | 24.01 | 62000 | 5.8705 |
| 5.8809 | 24.21 | 62500 | 5.7648 |
| 5.8953 | 24.4 | 63000 | 5.8283 |
| 5.9177 | 24.59 | 63500 | 5.7760 |
| 5.8809 | 24.79 | 64000 | 5.8144 |
| 5.8994 | 24.98 | 64500 | 5.8348 |
| 5.8817 | 25.17 | 65000 | 5.8334 |
| 5.8701 | 25.37 | 65500 | 5.7240 |
| 5.8518 | 25.56 | 66000 | 5.8187 |
| 5.8406 | 25.76 | 66500 | 5.8133 |
| 5.859 | 25.95 | 67000 | 5.7331 |
| 5.8627 | 26.14 | 67500 | 5.7711 |
| 5.8727 | 26.34 | 68000 | 5.7598 |
| 5.8295 | 26.53 | 68500 | 5.8364 |
| 5.8216 | 26.72 | 69000 | 5.7586 |
| 5.8458 | 26.92 | 69500 | 5.7413 |
| 5.8597 | 27.11 | 70000 | 5.7444 |
| 5.842 | 27.3 | 70500 | 5.7288 |
| 5.8254 | 27.5 | 71000 | 5.7811 |
| 5.8285 | 27.69 | 71500 | 5.7120 |
| 5.8106 | 27.89 | 72000 | 5.6733 |
| 5.8073 | 28.08 | 72500 | 5.7163 |
| 5.7932 | 28.27 | 73000 | 5.7258 |
| 5.7919 | 28.47 | 73500 | 5.6985 |
| 5.7881 | 28.66 | 74000 | 5.7321 |
| 5.7942 | 28.85 | 74500 | 5.6545 |
| 5.8011 | 29.05 | 75000 | 5.6799 |
| 5.8071 | 29.24 | 75500 | 5.7270 |
| 5.784 | 29.43 | 76000 | 5.6806 |
| 5.7774 | 29.63 | 76500 | 5.6918 |
| 5.7345 | 29.82 | 77000 | 5.7138 |
| 5.7863 | 30.02 | 77500 | 5.7072 |
| 5.7774 | 30.21 | 78000 | 5.6649 |
| 5.7954 | 30.4 | 78500 | 5.6150 |
| 5.7624 | 30.6 | 79000 | 5.6398 |
| 5.7296 | 30.79 | 79500 | 5.6216 |
| 5.7053 | 30.98 | 80000 | 5.5447 |
| 5.7688 | 31.18 | 80500 | 5.6245 |
| 5.7254 | 31.37 | 81000 | 5.6100 |
| 5.755 | 31.56 | 81500 | 5.6257 |
| 5.7854 | 31.76 | 82000 | 5.6330 |
| 5.7351 | 31.95 | 82500 | 5.5588 |
| 5.7233 | 32.15 | 83000 | 5.5590 |
| 5.7225 | 32.34 | 83500 | 5.5480 |
| 5.7451 | 32.53 | 84000 | 5.6075 |
| 5.6989 | 32.73 | 84500 | 5.5447 |
| 5.7245 | 32.92 | 85000 | 5.5353 |
| 5.7132 | 33.11 | 85500 | 5.5563 |
| 5.7187 | 33.31 | 86000 | 5.5177 |
| 5.7203 | 33.5 | 86500 | 5.5630 |
| 5.6948 | 33.69 | 87000 | 5.5357 |
| 5.7118 | 33.89 | 87500 | 5.5367 |
| 5.6763 | 34.08 | 88000 | 5.4824 |
| 5.6923 | 34.28 | 88500 | 5.4489 |
| 5.6803 | 34.47 | 89000 | 5.5113 |
| 5.6977 | 34.66 | 89500 | 5.4829 |
| 5.6834 | 34.86 | 90000 | 5.4640 |
| 5.6596 | 35.05 | 90500 | 5.4816 |
| 5.6513 | 35.24 | 91000 | 5.4522 |
| 5.6687 | 35.44 | 91500 | 5.3984 |
| 5.6866 | 35.63 | 92000 | 5.4538 |
| 5.6479 | 35.82 | 92500 | 5.3811 |
| 5.6308 | 36.02 | 93000 | 5.3664 |
| 5.6299 | 36.21 | 93500 | 5.3788 |
| 5.6263 | 36.41 | 94000 | 5.3367 |
| 5.6305 | 36.6 | 94500 | 5.4058 |
| 5.6065 | 36.79 | 95000 | 5.3011 |
| 5.6236 | 36.99 | 95500 | 5.3301 |
| 5.6191 | 37.18 | 96000 | 5.3643 |
| 5.5991 | 37.37 | 96500 | 5.3917 |
| 5.6044 | 37.57 | 97000 | 5.3284 |
| 5.6001 | 37.76 | 97500 | 5.3199 |
| 5.5758 | 37.96 | 98000 | 5.2644 |
| 5.567 | 38.15 | 98500 | 5.3054 |
| 5.5404 | 38.34 | 99000 | 5.3473 |
| 5.5677 | 38.54 | 99500 | 5.2537 |
| 5.5676 | 38.73 | 100000 | 5.3135 |
| 5.5608 | 38.92 | 100500 | 5.2030 |
| 5.5523 | 39.12 | 101000 | 5.2808 |
| 5.545 | 39.31 | 101500 | 5.2114 |
| 5.5117 | 39.5 | 102000 | 5.2167 |
| 5.5403 | 39.7 | 102500 | 5.1930 |
| 5.5166 | 39.89 | 103000 | 5.1737 |
| 5.5267 | 40.09 | 103500 | 5.2112 |
| 5.5116 | 40.28 | 104000 | 5.2007 |
| 5.4874 | 40.47 | 104500 | 5.1654 |
| 5.5144 | 40.67 | 105000 | 5.1378 |
| 5.4683 | 40.86 | 105500 | 5.2039 |
| 5.4978 | 41.05 | 106000 | 5.1436 |
| 5.4781 | 41.25 | 106500 | 5.1642 |
| 5.5052 | 41.44 | 107000 | 5.1245 |
| 5.4844 | 41.63 | 107500 | 5.1809 |
| 5.4853 | 41.83 | 108000 | 5.0201 |
| 5.4814 | 42.02 | 108500 | 5.1054 |
| 5.4529 | 42.22 | 109000 | 5.1489 |
| 5.4804 | 42.41 | 109500 | 5.0555 |
| 5.4534 | 42.6 | 110000 | 5.0705 |
| 5.4401 | 42.8 | 110500 | 5.0464 |
| 5.45 | 42.99 | 111000 | 5.0069 |
| 5.4547 | 43.18 | 111500 | 5.0655 |
| 5.4212 | 43.38 | 112000 | 5.0563 |
| 5.3913 | 43.57 | 112500 | 5.0514 |
| 5.4268 | 43.76 | 113000 | 4.9936 |
| 5.3926 | 43.96 | 113500 | 5.0101 |
| 5.3882 | 44.15 | 114000 | 5.0294 |
| 5.4014 | 44.35 | 114500 | 5.0560 |
| 5.417 | 44.54 | 115000 | 4.9827 |
| 5.4012 | 44.73 | 115500 | 4.9811 |
| 5.3697 | 44.93 | 116000 | 4.9288 |
| 5.3991 | 45.12 | 116500 | 4.9576 |
| 5.3711 | 45.31 | 117000 | 4.9339 |
| 5.4081 | 45.51 | 117500 | 4.9250 |
| 5.3531 | 45.7 | 118000 | 4.8725 |
| 5.3826 | 45.89 | 118500 | 4.9501 |
| 5.3798 | 46.09 | 119000 | 4.9958 |
| 5.3415 | 46.28 | 119500 | 4.9327 |
| 5.3786 | 46.48 | 120000 | 4.8616 |
| 5.3862 | 46.67 | 120500 | 4.8863 |
| 5.3606 | 46.86 | 121000 | 4.9151 |
| 5.3605 | 47.06 | 121500 | 4.9053 |
| 5.3455 | 47.25 | 122000 | 4.9110 |
| 5.3264 | 47.44 | 122500 | 4.8673 |
| 5.3409 | 47.64 | 123000 | 4.8346 |
| 5.3567 | 47.83 | 123500 | 4.8996 |
| 5.3103 | 48.02 | 124000 | 4.8342 |
| 5.3244 | 48.22 | 124500 | 4.8464 |
| 5.3324 | 48.41 | 125000 | 4.8729 |
| 5.3273 | 48.61 | 125500 | 4.8125 |
| 5.31 | 48.8 | 126000 | 4.8519 |
| 5.2872 | 48.99 | 126500 | 4.8693 |
| 5.3066 | 49.19 | 127000 | 4.8600 |
| 5.302 | 49.38 | 127500 | 4.8171 |
| 5.2875 | 49.57 | 128000 | 4.7911 |
| 5.2806 | 49.77 | 128500 | 4.8004 |
| 5.3108 | 49.96 | 129000 | 4.7977 |
| 5.2741 | 50.15 | 129500 | 4.8427 |
| 5.2603 | 50.35 | 130000 | 4.7938 |
| 5.282 | 50.54 | 130500 | 4.7997 |
| 5.2835 | 50.74 | 131000 | 4.8173 |
| 5.2628 | 50.93 | 131500 | 4.7610 |
| 5.3034 | 51.12 | 132000 | 4.7908 |
| 5.2635 | 51.32 | 132500 | 4.7676 |
| 5.3269 | 51.51 | 133000 | 4.8245 |
| 5.242 | 51.7 | 133500 | 4.7265 |
| 5.2516 | 51.9 | 134000 | 4.7588 |
| 5.2641 | 52.09 | 134500 | 4.7695 |
| 5.2493 | 52.29 | 135000 | 4.7327 |
| 5.2334 | 52.48 | 135500 | 4.7206 |
| 5.2483 | 52.67 | 136000 | 4.7289 |
| 5.2133 | 52.87 | 136500 | 4.8136 |
| 5.2495 | 53.06 | 137000 | 4.6620 |
| 5.2489 | 53.25 | 137500 | 4.7118 |
| 5.2415 | 53.45 | 138000 | 4.7011 |
| 5.231 | 53.64 | 138500 | 4.7295 |
| 5.2211 | 53.83 | 139000 | 4.7199 |
| 5.2327 | 54.03 | 139500 | 4.7146 |
| 5.2053 | 54.22 | 140000 | 4.6871 |
| 5.2117 | 54.42 | 140500 | 4.7097 |
| 5.1929 | 54.61 | 141000 | 4.6923 |
| 5.2199 | 54.8 | 141500 | 4.7291 |
| 5.211 | 55.0 | 142000 | 4.7088 |
| 5.2482 | 55.19 | 142500 | 4.6551 |
| 5.2043 | 55.38 | 143000 | 4.7244 |
| 5.1799 | 55.58 | 143500 | 4.7225 |
| 5.2053 | 55.77 | 144000 | 4.6948 |
| 5.1745 | 55.96 | 144500 | 4.7157 |
| 5.1673 | 56.16 | 145000 | 4.6555 |
| 5.2122 | 56.35 | 145500 | 4.6842 |
| 5.1701 | 56.55 | 146000 | 4.6581 |
| 5.2107 | 56.74 | 146500 | 4.6245 |
| 5.2454 | 56.93 | 147000 | 4.6399 |
| 5.2134 | 57.13 | 147500 | 4.6585 |
| 5.1753 | 57.32 | 148000 | 4.6233 |
| 5.1355 | 57.51 | 148500 | 4.6543 |
| 5.2032 | 57.71 | 149000 | 4.6640 |
| 5.1714 | 57.9 | 149500 | 4.6635 |
| 5.1769 | 58.09 | 150000 | 4.6256 |
| 5.1632 | 58.29 | 150500 | 4.6456 |
| 5.1556 | 58.48 | 151000 | 4.6647 |
| 5.1671 | 58.68 | 151500 | 4.6548 |
| 5.1482 | 58.87 | 152000 | 4.6107 |
| 5.104 | 59.06 | 152500 | 4.6320 |
| 5.1545 | 59.26 | 153000 | 4.6035 |
| 5.1338 | 59.45 | 153500 | 4.6512 |
| 5.1518 | 59.64 | 154000 | 4.6424 |
| 5.1937 | 59.84 | 154500 | 4.6123 |
| 5.1576 | 60.03 | 155000 | 4.6077 |
| 5.1643 | 60.22 | 155500 | 4.5990 |
| 5.1371 | 60.42 | 156000 | 4.6025 |
| 5.1535 | 60.61 | 156500 | 4.5939 |
| 5.128 | 60.81 | 157000 | 4.5716 |
| 5.1711 | 61.0 | 157500 | 4.5895 |
| 5.1265 | 61.19 | 158000 | 4.6367 |
| 5.1131 | 61.39 | 158500 | 4.6565 |
| 5.1239 | 61.58 | 159000 | 4.6194 |
| 5.1089 | 61.77 | 159500 | 4.6214 |
| 5.1052 | 61.97 | 160000 | 4.5982 |
| 5.1336 | 62.16 | 160500 | 4.5861 |
| 5.1081 | 62.35 | 161000 | 4.5343 |
| 5.1706 | 62.55 | 161500 | 4.5480 |
| 5.0848 | 62.74 | 162000 | 4.5500 |
| 5.0848 | 62.94 | 162500 | 4.5965 |
| 5.0849 | 63.13 | 163000 | 4.5737 |
| 5.1267 | 63.32 | 163500 | 4.5680 |
| 5.124 | 63.52 | 164000 | 4.5341 |
| 5.1212 | 63.71 | 164500 | 4.5154 |
| 5.1214 | 63.9 | 165000 | 4.5329 |
| 5.117 | 64.1 | 165500 | 4.4988 |
| 5.0578 | 64.29 | 166000 | 4.5582 |
| 5.0705 | 64.48 | 166500 | 4.5346 |
| 5.0814 | 64.68 | 167000 | 4.5978 |
| 5.0959 | 64.87 | 167500 | 4.5628 |
| 5.0601 | 65.07 | 168000 | 4.5449 |
| 5.1112 | 65.26 | 168500 | 4.5499 |
| 5.0946 | 65.45 | 169000 | 4.5344 |
| 5.0965 | 65.65 | 169500 | 4.5324 |
| 5.0958 | 65.84 | 170000 | 4.4937 |
| 5.081 | 66.03 | 170500 | 4.5009 |
| 5.0506 | 66.23 | 171000 | 4.5145 |
| 5.0729 | 66.42 | 171500 | 4.4779 |
| 5.0628 | 66.62 | 172000 | 4.5531 |
| 5.0674 | 66.81 | 172500 | 4.5023 |
| 5.0634 | 67.0 | 173000 | 4.5124 |
| 5.0847 | 67.2 | 173500 | 4.5203 |
| 5.0729 | 67.39 | 174000 | 4.4887 |
| 5.0683 | 67.58 | 174500 | 4.5113 |
| 5.0596 | 67.78 | 175000 | 4.4898 |
| 5.0528 | 67.97 | 175500 | 4.5359 |
| 5.0595 | 68.16 | 176000 | 4.5139 |
| 5.0864 | 68.36 | 176500 | 4.5260 |
| 5.0241 | 68.55 | 177000 | 4.5325 |
| 5.1038 | 68.75 | 177500 | 4.4692 |
| 5.073 | 68.94 | 178000 | 4.5429 |
| 5.0667 | 69.13 | 178500 | 4.4781 |
| 5.041 | 69.33 | 179000 | 4.5035 |
| 5.033 | 69.52 | 179500 | 4.5177 |
| 5.0369 | 69.71 | 180000 | 4.4948 |
| 5.0265 | 69.91 | 180500 | 4.5544 |
| 5.0687 | 70.1 | 181000 | 4.5048 |
| 5.0464 | 70.29 | 181500 | 4.4532 |
| 5.0502 | 70.49 | 182000 | 4.5503 |
| 4.9993 | 70.68 | 182500 | 4.5011 |
| 5.041 | 70.88 | 183000 | 4.4769 |
| 5.0603 | 71.07 | 183500 | 4.4642 |
| 5.0448 | 71.26 | 184000 | 4.4527 |
| 5.0702 | 71.46 | 184500 | 4.4807 |
| 5.0418 | 71.65 | 185000 | 4.4724 |
| 4.9976 | 71.84 | 185500 | 4.4915 |
| 5.0502 | 72.04 | 186000 | 4.4591 |
| 5.0438 | 72.23 | 186500 | 4.4292 |
| 4.9812 | 72.42 | 187000 | 4.4252 |
| 5.0377 | 72.62 | 187500 | 4.4512 |
| 5.0117 | 72.81 | 188000 | 4.4617 |
| 4.976 | 73.01 | 188500 | 4.5048 |
| 5.05 | 73.2 | 189000 | 4.4400 |
| 5.0306 | 73.39 | 189500 | 4.4209 |
| 5.0648 | 73.59 | 190000 | 4.4707 |
| 5.0097 | 73.78 | 190500 | 4.4453 |
| 5.0611 | 73.97 | 191000 | 4.4601 |
| 5.0091 | 74.17 | 191500 | 4.4231 |
| 5.0529 | 74.36 | 192000 | 4.4110 |
| 5.0221 | 74.55 | 192500 | 4.5013 |
| 5.0156 | 74.75 | 193000 | 4.4717 |
| 5.0442 | 74.94 | 193500 | 4.4585 |
| 5.0229 | 75.14 | 194000 | 4.4601 |
| 4.9883 | 75.33 | 194500 | 4.4740 |
| 4.9963 | 75.52 | 195000 | 4.4663 |
| 4.9886 | 75.72 | 195500 | 4.4237 |
| 4.9753 | 75.91 | 196000 | 4.4762 |
| 4.981 | 76.1 | 196500 | 4.4573 |
| 4.9901 | 76.3 | 197000 | 4.4376 |
| 5.005 | 76.49 | 197500 | 4.4859 |
| 5.0254 | 76.68 | 198000 | 4.4181 |
| 5.0067 | 76.88 | 198500 | 4.4582 |
| 5.0097 | 77.07 | 199000 | 4.4494 |
| 4.9815 | 77.27 | 199500 | 4.4382 |
| 5.0029 | 77.46 | 200000 | 4.4780 |
| 4.9659 | 77.65 | 200500 | 4.4009 |
| 4.9889 | 77.85 | 201000 | 4.3664 |
| 4.9916 | 78.04 | 201500 | 4.4319 |
| 4.9715 | 78.23 | 202000 | 4.4390 |
| 4.9815 | 78.43 | 202500 | 4.4593 |
| 4.972 | 78.62 | 203000 | 4.4620 |
| 5.0164 | 78.81 | 203500 | 4.4247 |
| 4.9608 | 79.01 | 204000 | 4.4031 |
| 4.9606 | 79.2 | 204500 | 4.4301 |
| 4.9922 | 79.4 | 205000 | 4.4147 |
| 4.9825 | 79.59 | 205500 | 4.4489 |
| 4.9719 | 79.78 | 206000 | 4.4155 |
| 4.9663 | 79.98 | 206500 | 4.4514 |
| 4.9663 | 80.17 | 207000 | 4.4439 |
| 4.9351 | 80.36 | 207500 | 4.4235 |
| 5.0248 | 80.56 | 208000 | 4.4122 |
| 4.9836 | 80.75 | 208500 | 4.4261 |
| 4.9881 | 80.95 | 209000 | 4.4228 |
| 5.0021 | 81.14 | 209500 | 4.4588 |
| 4.9508 | 81.33 | 210000 | 4.3826 |
| 4.9729 | 81.53 | 210500 | 4.4254 |
| 4.9746 | 81.72 | 211000 | 4.3951 |
| 4.9771 | 81.91 | 211500 | 4.4301 |
| 4.9988 | 82.11 | 212000 | 4.3889 |
| 5.006 | 82.3 | 212500 | 4.4137 |
| 4.9662 | 82.49 | 213000 | 4.4597 |
| 4.9476 | 82.69 | 213500 | 4.4484 |
| 4.9801 | 82.88 | 214000 | 4.4676 |
| 4.9605 | 83.08 | 214500 | 4.3832 |
| 4.9617 | 83.27 | 215000 | 4.3933 |
| 4.9565 | 83.46 | 215500 | 4.4156 |
| 4.9193 | 83.66 | 216000 | 4.4221 |
| 4.942 | 83.85 | 216500 | 4.4150 |
| 4.9504 | 84.04 | 217000 | 4.4034 |
| 4.9469 | 84.24 | 217500 | 4.4364 |
| 4.9519 | 84.43 | 218000 | 4.4306 |
| 4.9555 | 84.62 | 218500 | 4.3787 |
| 4.9558 | 84.82 | 219000 | 4.4363 |
| 4.94 | 85.01 | 219500 | 4.4151 |
| 4.9441 | 85.21 | 220000 | 4.3747 |
| 4.9654 | 85.4 | 220500 | 4.3779 |
| 4.9352 | 85.59 | 221000 | 4.4293 |
| 4.9743 | 85.79 | 221500 | 4.3823 |
| 4.9536 | 85.98 | 222000 | 4.4049 |
| 4.9426 | 86.17 | 222500 | 4.3719 |
| 4.9363 | 86.37 | 223000 | 4.3414 |
| 4.9093 | 86.56 | 223500 | 4.3717 |
| 4.935 | 86.75 | 224000 | 4.3860 |
| 4.9204 | 86.95 | 224500 | 4.3939 |
| 4.926 | 87.14 | 225000 | 4.4328 |
| 4.9291 | 87.34 | 225500 | 4.4435 |
| 4.9162 | 87.53 | 226000 | 4.4062 |
| 4.9298 | 87.72 | 226500 | 4.3990 |
| 4.9743 | 87.92 | 227000 | 4.4284 |
| 4.9135 | 88.11 | 227500 | 4.3740 |
| 4.9138 | 88.3 | 228000 | 4.3697 |
| 4.9686 | 88.5 | 228500 | 4.3498 |
| 4.9263 | 88.69 | 229000 | 4.3457 |
| 4.9453 | 88.88 | 229500 | 4.3315 |
| 4.9329 | 89.08 | 230000 | 4.3874 |
| 4.9277 | 89.27 | 230500 | 4.3627 |
| 4.8942 | 89.47 | 231000 | 4.3674 |
| 4.9496 | 89.66 | 231500 | 4.4107 |
| 4.924 | 89.85 | 232000 | 4.3855 |
| 4.9825 | 90.05 | 232500 | 4.3674 |
| 4.9365 | 90.24 | 233000 | 4.3662 |
| 4.9123 | 90.43 | 233500 | 4.3669 |
| 4.9555 | 90.63 | 234000 | 4.3668 |
| 4.9394 | 90.82 | 234500 | 4.3677 |
| 4.9672 | 91.01 | 235000 | 4.3339 |
| 4.9493 | 91.21 | 235500 | 4.3554 |
| 4.9114 | 91.4 | 236000 | 4.3507 |
| 4.9374 | 91.6 | 236500 | 4.3447 |
| 4.9288 | 91.79 | 237000 | 4.3988 |
| 4.9156 | 91.98 | 237500 | 4.3785 |
| 4.9226 | 92.18 | 238000 | 4.3322 |
| 4.9223 | 92.37 | 238500 | 4.3461 |
| 4.9051 | 92.56 | 239000 | 4.3603 |
| 4.9341 | 92.76 | 239500 | 4.4139 |
| 4.9285 | 92.95 | 240000 | 4.3757 |
| 4.9506 | 93.14 | 240500 | 4.3456 |
| 4.92 | 93.34 | 241000 | 4.3492 |
| 4.9027 | 93.53 | 241500 | 4.3982 |
| 4.9366 | 93.73 | 242000 | 4.3651 |
| 4.9072 | 93.92 | 242500 | 4.3186 |
| 4.9441 | 94.11 | 243000 | 4.3560 |
| 4.874 | 94.31 | 243500 | 4.3749 |
| 4.9246 | 94.5 | 244000 | 4.3345 |
| 4.8971 | 94.69 | 244500 | 4.3497 |
| 4.9234 | 94.89 | 245000 | 4.4110 |
| 4.9396 | 95.08 | 245500 | 4.3645 |
| 4.8943 | 95.27 | 246000 | 4.3204 |
| 4.9194 | 95.47 | 246500 | 4.4034 |
| 4.914 | 95.66 | 247000 | 4.3936 |
| 4.9376 | 95.86 | 247500 | 4.3477 |
| 4.9042 | 96.05 | 248000 | 4.4062 |
| 4.8946 | 96.24 | 248500 | 4.4115 |
| 4.8959 | 96.44 | 249000 | 4.3983 |
| 4.9408 | 96.63 | 249500 | 4.3633 |
| 4.9039 | 96.82 | 250000 | 4.3486 |
| 4.9368 | 97.02 | 250500 | 4.3819 |
| 4.8793 | 97.21 | 251000 | 4.3586 |
| 4.9069 | 97.41 | 251500 | 4.3666 |
| 4.9339 | 97.6 | 252000 | 4.3911 |
| 4.9086 | 97.79 | 252500 | 4.3505 |
| 4.9132 | 97.99 | 253000 | 4.3878 |
| 4.9279 | 98.18 | 253500 | 4.3422 |
| 4.8955 | 98.37 | 254000 | 4.3913 |
| 4.8874 | 98.57 | 254500 | 4.3560 |
| 4.9026 | 98.76 | 255000 | 4.3189 |
| 4.9008 | 98.95 | 255500 | 4.4185 |
| 4.9023 | 99.15 | 256000 | 4.3197 |
| 4.8792 | 99.34 | 256500 | 4.3112 |
| 4.9193 | 99.54 | 257000 | 4.3886 |
| 4.9136 | 99.73 | 257500 | 4.3596 |
| 4.8953 | 99.92 | 258000 | 4.3615 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.2