--- library_name: transformers tags: - generated_from_trainer metrics: - accuracy model-index: - name: ht-stmini-cls-v6_ftis_noPretrain-msm-bml results: [] --- # ht-stmini-cls-v6_ftis_noPretrain-msm-bml This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 1.9903 - Accuracy: 0.8898 - Macro F1: 0.7172 ## 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: 0.0001 - train_batch_size: 8 - eval_batch_size: 4 - seed: 42 - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 6733 - training_steps: 134674 ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 | |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:| | 7945.2606 | 0.0013 | 174 | 7366.6055 | 0.0622 | 0.0281 | | 5262.9688 | 1.0013 | 348 | 4403.3711 | 0.0665 | 0.0282 | | 3392.5281 | 2.0013 | 522 | 1266.1326 | 0.0868 | 0.0312 | | 863.4582 | 3.0013 | 696 | 558.9553 | 0.3159 | 0.0610 | | 590.4184 | 4.0013 | 870 | 441.1434 | 0.3785 | 0.0665 | | 473.3035 | 5.0013 | 1044 | 356.5721 | 0.4197 | 0.0853 | | 350.641 | 6.0012 | 1218 | 281.2345 | 0.4399 | 0.0951 | | 278.9873 | 7.0012 | 1392 | 215.8815 | 0.4573 | 0.1054 | | 180.6068 | 8.0012 | 1566 | 158.1206 | 0.4761 | 0.1063 | | 114.3204 | 9.0012 | 1740 | 114.4593 | 0.4812 | 0.1127 | | 117.0025 | 10.0012 | 1914 | 84.2085 | 0.4917 | 0.1167 | | 69.7854 | 11.0012 | 2088 | 63.4770 | 0.4981 | 0.1175 | | 61.3397 | 12.0012 | 2262 | 48.6393 | 0.5117 | 0.1177 | | 45.0361 | 13.0012 | 2436 | 36.6261 | 0.5066 | 0.1190 | | 32.6777 | 14.0012 | 2610 | 27.1992 | 0.5232 | 0.1247 | | 25.0234 | 15.0012 | 2784 | 19.9949 | 0.5275 | 0.1243 | | 18.0226 | 16.0012 | 2958 | 14.6607 | 0.5324 | 0.1275 | | 13.195 | 17.0012 | 3132 | 11.0374 | 0.5415 | 0.1315 | | 9.742 | 18.0012 | 3306 | 8.3572 | 0.5577 | 0.1352 | | 8.5674 | 19.0012 | 3480 | 6.8339 | 0.5620 | 0.1353 | | 6.5649 | 20.0011 | 3654 | 5.6808 | 0.5647 | 0.1387 | | 5.5628 | 21.0011 | 3828 | 5.1838 | 0.5618 | 0.1367 | | 4.816 | 22.0011 | 4002 | 4.6619 | 0.5696 | 0.1450 | | 4.4489 | 23.0011 | 4176 | 4.8967 | 0.5873 | 0.1457 | | 4.4474 | 24.0011 | 4350 | 4.2033 | 0.5781 | 0.1484 | | 3.8671 | 25.0011 | 4524 | 4.1870 | 0.5915 | 0.1453 | | 4.0616 | 26.0011 | 4698 | 4.0344 | 0.6068 | 0.1566 | | 4.2709 | 27.0011 | 4872 | 4.0615 | 0.5892 | 0.1486 | | 3.7173 | 28.0011 | 5046 | 4.2590 | 0.5766 | 0.1468 | | 4.154 | 29.0011 | 5220 | 4.1460 | 0.5692 | 0.1415 | | 3.9287 | 30.0011 | 5394 | 3.9230 | 0.5993 | 0.1504 | | 3.7854 | 31.0011 | 5568 | 4.1179 | 0.6000 | 0.1530 | | 4.1811 | 32.0011 | 5742 | 4.0097 | 0.6070 | 0.1537 | | 3.8919 | 33.0010 | 5916 | 4.5495 | 0.5825 | 0.1433 | | 4.0771 | 34.0010 | 6090 | 4.3307 | 0.6008 | 0.1571 | | 3.6707 | 35.0010 | 6264 | 4.3562 | 0.5979 | 0.1467 | | 3.8025 | 36.0010 | 6438 | 4.1373 | 0.5869 | 0.1534 | | 3.7137 | 37.0010 | 6612 | 4.4759 | 0.6066 | 0.1584 | | 3.7733 | 38.0010 | 6786 | 4.1275 | 0.6070 | 0.1540 | | 3.6042 | 39.0010 | 6960 | 3.8249 | 0.6126 | 0.1682 | | 3.5272 | 40.0010 | 7134 | 4.0292 | 0.6142 | 0.1728 | | 3.9728 | 41.0010 | 7308 | 4.0367 | 0.6012 | 0.1730 | | 3.8241 | 42.0010 | 7482 | 4.0692 | 0.6380 | 0.1852 | | 3.6307 | 43.0010 | 7656 | 3.6702 | 0.6224 | 0.1641 | | 3.4415 | 44.0010 | 7830 | 3.5296 | 0.6484 | 0.1980 | | 3.4786 | 45.0010 | 8004 | 4.0319 | 0.5953 | 0.1747 | | 3.1113 | 46.0010 | 8178 | 3.4910 | 0.6621 | 0.2250 | | 3.8514 | 47.0009 | 8352 | 3.8820 | 0.6403 | 0.2161 | | 3.6516 | 48.0009 | 8526 | 3.4512 | 0.6634 | 0.2152 | | 3.1855 | 49.0009 | 8700 | 3.5494 | 0.6746 | 0.2477 | | 3.1428 | 50.0009 | 8874 | 3.2924 | 0.7020 | 0.2603 | | 3.6378 | 51.0009 | 9048 | 3.3915 | 0.6964 | 0.2535 | | 3.4756 | 52.0009 | 9222 | 3.4084 | 0.6920 | 0.2538 | | 3.1102 | 53.0009 | 9396 | 3.7509 | 0.7073 | 0.2831 | | 3.2153 | 54.0009 | 9570 | 3.5335 | 0.7148 | 0.2994 | | 2.9357 | 55.0009 | 9744 | 3.1460 | 0.7193 | 0.3013 | | 2.8065 | 56.0009 | 9918 | 3.1411 | 0.7107 | 0.2968 | | 2.6161 | 57.0009 | 10092 | 3.0506 | 0.7138 | 0.3079 | | 3.2587 | 58.0009 | 10266 | 3.7710 | 0.6777 | 0.2367 | | 2.9741 | 59.0009 | 10440 | 3.0509 | 0.7224 | 0.2986 | | 2.7585 | 60.0008 | 10614 | 3.1045 | 0.7389 | 0.3396 | | 2.8415 | 61.0008 | 10788 | 3.1971 | 0.7434 | 0.3561 | | 2.6418 | 62.0008 | 10962 | 3.0083 | 0.7400 | 0.3445 | | 2.7074 | 63.0008 | 11136 | 2.9739 | 0.7472 | 0.3544 | | 2.5429 | 64.0008 | 11310 | 3.0834 | 0.7570 | 0.3887 | | 2.5938 | 65.0008 | 11484 | 2.8193 | 0.7493 | 0.3880 | | 2.3387 | 66.0008 | 11658 | 2.9023 | 0.7451 | 0.3836 | | 2.7458 | 67.0008 | 11832 | 3.0602 | 0.7528 | 0.3990 | | 2.2766 | 68.0008 | 12006 | 2.8230 | 0.7729 | 0.4014 | | 2.4099 | 69.0008 | 12180 | 3.1822 | 0.7266 | 0.3455 | | 2.2411 | 70.0008 | 12354 | 3.4317 | 0.7061 | 0.3310 | | 2.4545 | 71.0008 | 12528 | 2.7055 | 0.7687 | 0.4173 | | 2.5731 | 72.0008 | 12702 | 2.8811 | 0.7665 | 0.4234 | | 2.0829 | 73.0007 | 12876 | 3.2375 | 0.7262 | 0.3829 | | 2.4241 | 74.0007 | 13050 | 2.8916 | 0.7792 | 0.4347 | | 2.1438 | 75.0007 | 13224 | 2.7196 | 0.7872 | 0.4428 | | 2.3483 | 76.0007 | 13398 | 2.6974 | 0.7804 | 0.4429 | | 2.1369 | 77.0007 | 13572 | 2.7573 | 0.7559 | 0.4222 | | 2.2782 | 78.0007 | 13746 | 2.7248 | 0.7954 | 0.4683 | | 2.3412 | 79.0007 | 13920 | 2.6957 | 0.7696 | 0.4334 | | 2.4083 | 80.0007 | 14094 | 2.6984 | 0.7625 | 0.4474 | | 2.1358 | 81.0007 | 14268 | 2.4063 | 0.7936 | 0.4621 | | 1.9967 | 82.0007 | 14442 | 2.7521 | 0.7815 | 0.4708 | | 1.8939 | 83.0007 | 14616 | 2.6993 | 0.7826 | 0.4782 | | 5.2968 | 84.0007 | 14790 | 2.6351 | 0.7700 | 0.4378 | | 2.3877 | 85.0007 | 14964 | 2.7252 | 0.7836 | 0.4681 | | 2.2236 | 86.0007 | 15138 | 2.7795 | 0.7900 | 0.4654 | | 2.0758 | 87.0006 | 15312 | 2.7967 | 0.7847 | 0.4791 | | 1.9038 | 88.0006 | 15486 | 2.5771 | 0.7859 | 0.4731 | | 1.9382 | 89.0006 | 15660 | 2.5470 | 0.7943 | 0.4837 | | 2.3045 | 90.0006 | 15834 | 2.6703 | 0.7945 | 0.4749 | | 2.1215 | 91.0006 | 16008 | 2.6117 | 0.7926 | 0.4828 | | 2.3621 | 92.0006 | 16182 | 2.7239 | 0.7897 | 0.4717 | | 2.2276 | 93.0006 | 16356 | 2.9988 | 0.8026 | 0.4956 | | 2.1614 | 94.0006 | 16530 | 2.6501 | 0.8079 | 0.4923 | | 2.107 | 95.0006 | 16704 | 2.8467 | 0.7984 | 0.4904 | | 2.1825 | 96.0006 | 16878 | 2.5475 | 0.8032 | 0.5004 | | 2.0209 | 97.0006 | 17052 | 2.5153 | 0.8057 | 0.4988 | | 2.1201 | 98.0006 | 17226 | 2.6112 | 0.8030 | 0.5011 | | 1.7971 | 99.0006 | 17400 | 2.8716 | 0.7978 | 0.4835 | | 2.283 | 100.0005 | 17574 | 2.5225 | 0.8086 | 0.5140 | | 2.0935 | 101.0005 | 17748 | 2.4807 | 0.7980 | 0.5061 | | 2.052 | 102.0005 | 17922 | 2.4099 | 0.8084 | 0.5204 | | 2.1014 | 103.0005 | 18096 | 2.4641 | 0.8091 | 0.5118 | | 1.8646 | 104.0005 | 18270 | 2.4647 | 0.8037 | 0.5084 | | 2.0554 | 105.0005 | 18444 | 2.4987 | 0.8075 | 0.5031 | | 1.8467 | 106.0005 | 18618 | 2.5806 | 0.8121 | 0.5254 | | 1.7482 | 107.0005 | 18792 | 2.5870 | 0.8010 | 0.5149 | | 1.8859 | 108.0005 | 18966 | 2.4672 | 0.8083 | 0.5222 | | 1.8457 | 109.0005 | 19140 | 2.5968 | 0.8062 | 0.5181 | | 1.7892 | 110.0005 | 19314 | 2.9003 | 0.8093 | 0.5190 | | 1.8624 | 111.0005 | 19488 | 3.0353 | 0.8164 | 0.5275 | | 1.6994 | 112.0005 | 19662 | 2.5045 | 0.7994 | 0.5193 | | 2.1604 | 113.0005 | 19836 | 2.4372 | 0.8004 | 0.5160 | | 1.7336 | 114.0004 | 20010 | 2.5074 | 0.8016 | 0.5182 | | 2.08 | 115.0004 | 20184 | 2.7557 | 0.8096 | 0.5352 | | 1.6344 | 116.0004 | 20358 | 2.3349 | 0.8184 | 0.5372 | | 1.8118 | 117.0004 | 20532 | 2.2575 | 0.8225 | 0.5426 | | 1.7245 | 118.0004 | 20706 | 2.6485 | 0.8147 | 0.5392 | | 2.023 | 119.0004 | 20880 | 2.5199 | 0.8231 | 0.5456 | | 1.6491 | 120.0004 | 21054 | 2.5331 | 0.8233 | 0.5378 | | 1.7907 | 121.0004 | 21228 | 2.3422 | 0.8167 | 0.5316 | | 1.6575 | 122.0004 | 21402 | 2.7997 | 0.8048 | 0.5169 | | 1.6906 | 123.0004 | 21576 | 2.5549 | 0.8208 | 0.5483 | | 1.7117 | 124.0004 | 21750 | 2.3297 | 0.8145 | 0.5471 | | 1.6827 | 125.0004 | 21924 | 2.3049 | 0.8170 | 0.5416 | | 1.7823 | 126.0004 | 22098 | 2.5141 | 0.8219 | 0.5506 | | 1.7361 | 127.0003 | 22272 | 2.4629 | 0.8255 | 0.5500 | | 1.6876 | 128.0003 | 22446 | 2.5459 | 0.8130 | 0.5346 | | 1.5393 | 129.0003 | 22620 | 2.5941 | 0.8194 | 0.5453 | | 1.509 | 130.0003 | 22794 | 2.4295 | 0.8264 | 0.5559 | | 1.532 | 131.0003 | 22968 | 2.7424 | 0.8253 | 0.5588 | | 1.721 | 132.0003 | 23142 | 2.4131 | 0.8274 | 0.5542 | | 1.7665 | 133.0003 | 23316 | 2.2983 | 0.8337 | 0.5681 | | 1.4937 | 134.0003 | 23490 | 2.4010 | 0.8316 | 0.5654 | | 1.7015 | 135.0003 | 23664 | 2.3247 | 0.8417 | 0.5812 | | 1.8112 | 136.0003 | 23838 | 2.3412 | 0.8380 | 0.5730 | | 1.817 | 137.0003 | 24012 | 2.4620 | 0.8346 | 0.5675 | | 1.642 | 138.0003 | 24186 | 2.5890 | 0.8220 | 0.5489 | | 1.6186 | 139.0003 | 24360 | 2.2834 | 0.8353 | 0.5677 | | 1.799 | 140.0003 | 24534 | 2.6124 | 0.8163 | 0.5418 | | 1.462 | 141.0002 | 24708 | 2.1764 | 0.8367 | 0.5733 | | 1.4113 | 142.0002 | 24882 | 2.3084 | 0.8381 | 0.5795 | | 1.3616 | 143.0002 | 25056 | 2.4100 | 0.8372 | 0.5797 | | 1.869 | 144.0002 | 25230 | 2.8398 | 0.7925 | 0.5015 | | 1.6589 | 145.0002 | 25404 | 2.4102 | 0.8353 | 0.5737 | | 1.5611 | 146.0002 | 25578 | 2.4036 | 0.8430 | 0.5899 | | 1.3094 | 147.0002 | 25752 | 2.4666 | 0.8391 | 0.5865 | | 1.7723 | 148.0002 | 25926 | 2.3157 | 0.8438 | 0.5861 | | 1.5805 | 149.0002 | 26100 | 2.5907 | 0.8427 | 0.5915 | | 1.2905 | 150.0002 | 26274 | 2.6568 | 0.8337 | 0.5842 | | 1.527 | 151.0002 | 26448 | 2.2904 | 0.8473 | 0.5969 | | 1.552 | 152.0002 | 26622 | 2.3840 | 0.8433 | 0.5913 | | 1.5089 | 153.0002 | 26796 | 2.4275 | 0.8343 | 0.5742 | | 1.6982 | 154.0001 | 26970 | 2.4441 | 0.8407 | 0.5966 | | 1.5957 | 155.0001 | 27144 | 2.4720 | 0.8410 | 0.5891 | | 1.6909 | 156.0001 | 27318 | 2.6481 | 0.8413 | 0.5907 | | 1.6579 | 157.0001 | 27492 | 2.5693 | 0.8402 | 0.5818 | | 1.387 | 158.0001 | 27666 | 2.4861 | 0.8439 | 0.5949 | | 1.6089 | 159.0001 | 27840 | 2.5135 | 0.8436 | 0.5893 | | 1.2588 | 160.0001 | 28014 | 2.5918 | 0.8420 | 0.5954 | | 1.6324 | 161.0001 | 28188 | 2.3416 | 0.8480 | 0.6051 | | 1.5212 | 162.0001 | 28362 | 2.5706 | 0.8460 | 0.5974 | | 1.4485 | 163.0001 | 28536 | 2.4613 | 0.8391 | 0.6018 | | 1.3514 | 164.0001 | 28710 | 2.1911 | 0.8446 | 0.6010 | | 1.5221 | 165.0001 | 28884 | 2.1836 | 0.8447 | 0.5997 | | 1.2627 | 166.0001 | 29058 | 2.2819 | 0.8501 | 0.6135 | | 1.224 | 167.0001 | 29232 | 2.3052 | 0.8458 | 0.6059 | | 1.7026 | 168.0000 | 29406 | 2.2858 | 0.8490 | 0.6083 | | 1.2635 | 169.0000 | 29580 | 2.5487 | 0.8383 | 0.5853 | | 1.4187 | 170.0000 | 29754 | 2.4561 | 0.8528 | 0.6185 | | 1.3993 | 171.0000 | 29928 | 2.2953 | 0.8518 | 0.6161 | | 1.274 | 172.0000 | 30102 | 2.3785 | 0.8516 | 0.6189 | | 1.3524 | 173.0000 | 30276 | 2.3217 | 0.8556 | 0.6266 | | 1.4309 | 173.0013 | 30450 | 2.6065 | 0.8515 | 0.6214 | | 1.2751 | 174.0013 | 30624 | 2.3733 | 0.8507 | 0.6194 | | 1.2821 | 175.0013 | 30798 | 2.2804 | 0.8460 | 0.6172 | | 1.3278 | 176.0013 | 30972 | 2.5272 | 0.8545 | 0.6263 | | 1.3149 | 177.0013 | 31146 | 2.3522 | 0.8566 | 0.6243 | | 1.3682 | 178.0013 | 31320 | 2.3335 | 0.8567 | 0.6260 | | 1.4706 | 179.0013 | 31494 | 2.7151 | 0.8554 | 0.6273 | | 1.4088 | 180.0012 | 31668 | 2.5196 | 0.8469 | 0.6122 | | 1.5336 | 181.0012 | 31842 | 2.5228 | 0.8421 | 0.6147 | | 1.3153 | 182.0012 | 32016 | 2.6174 | 0.8519 | 0.6160 | | 1.404 | 183.0012 | 32190 | 2.1904 | 0.8540 | 0.6319 | | 1.5846 | 184.0012 | 32364 | 2.1640 | 0.8652 | 0.6434 | | 1.4038 | 185.0012 | 32538 | 2.3488 | 0.8570 | 0.6351 | | 1.2445 | 186.0012 | 32712 | 2.4326 | 0.8635 | 0.6409 | | 1.2355 | 187.0012 | 32886 | 2.3054 | 0.8622 | 0.6425 | | 1.1827 | 188.0012 | 33060 | 2.5905 | 0.8572 | 0.6267 | | 1.528 | 189.0012 | 33234 | 2.3420 | 0.8510 | 0.6261 | | 1.2848 | 190.0012 | 33408 | 2.0781 | 0.8547 | 0.6342 | | 1.6098 | 191.0012 | 33582 | 2.2851 | 0.8564 | 0.6314 | | 1.2501 | 192.0012 | 33756 | 2.1375 | 0.8605 | 0.6382 | | 1.3502 | 193.0012 | 33930 | 2.2180 | 0.8607 | 0.6441 | | 1.3833 | 194.0011 | 34104 | 2.3619 | 0.8585 | 0.6196 | | 1.3424 | 195.0011 | 34278 | 2.5422 | 0.8646 | 0.6484 | | 1.2955 | 196.0011 | 34452 | 2.4696 | 0.8594 | 0.6453 | | 1.1326 | 197.0011 | 34626 | 2.3916 | 0.8653 | 0.6483 | | 1.3513 | 198.0011 | 34800 | 2.6524 | 0.8340 | 0.5918 | | 1.4909 | 199.0011 | 34974 | 2.2951 | 0.8552 | 0.6254 | | 1.2702 | 200.0011 | 35148 | 2.0002 | 0.8667 | 0.6441 | | 1.1932 | 201.0011 | 35322 | 2.4172 | 0.8622 | 0.6368 | | 1.4129 | 202.0011 | 35496 | 2.5742 | 0.8589 | 0.6299 | | 1.3166 | 203.0011 | 35670 | 2.3547 | 0.8588 | 0.6455 | | 1.2408 | 204.0011 | 35844 | 2.2571 | 0.8624 | 0.6443 | | 1.1546 | 205.0011 | 36018 | 2.1416 | 0.8598 | 0.6398 | | 1.0852 | 206.0011 | 36192 | 2.0562 | 0.8667 | 0.6500 | | 1.1601 | 207.0010 | 36366 | 2.3266 | 0.8631 | 0.6453 | | 1.5638 | 208.0010 | 36540 | 2.1269 | 0.8668 | 0.6486 | | 1.3653 | 209.0010 | 36714 | 2.2035 | 0.8642 | 0.6464 | | 1.3582 | 210.0010 | 36888 | 2.3740 | 0.8669 | 0.6527 | | 1.0836 | 211.0010 | 37062 | 2.2182 | 0.8695 | 0.6553 | | 1.3157 | 212.0010 | 37236 | 2.4851 | 0.8673 | 0.6513 | | 1.3653 | 213.0010 | 37410 | 2.3810 | 0.8599 | 0.6428 | | 1.4795 | 214.0010 | 37584 | 2.1746 | 0.8622 | 0.6458 | | 1.3111 | 215.0010 | 37758 | 2.1896 | 0.8689 | 0.6582 | | 1.2868 | 216.0010 | 37932 | 2.3292 | 0.8640 | 0.6572 | | 1.2492 | 217.0010 | 38106 | 2.4151 | 0.8632 | 0.6532 | | 1.2804 | 218.0010 | 38280 | 2.1354 | 0.8692 | 0.6579 | | 1.2553 | 219.0010 | 38454 | 2.1666 | 0.8704 | 0.6607 | | 1.292 | 220.0010 | 38628 | 2.3085 | 0.8669 | 0.6558 | | 1.0168 | 221.0009 | 38802 | 2.2283 | 0.8686 | 0.6594 | | 1.2319 | 222.0009 | 38976 | 2.0528 | 0.8655 | 0.6482 | | 1.1439 | 223.0009 | 39150 | 2.4717 | 0.8716 | 0.6540 | | 1.3043 | 224.0009 | 39324 | 2.0782 | 0.8714 | 0.6653 | | 1.2277 | 225.0009 | 39498 | 2.2819 | 0.8690 | 0.6614 | | 1.1793 | 226.0009 | 39672 | 2.1721 | 0.8722 | 0.6602 | | 1.1941 | 227.0009 | 39846 | 2.3356 | 0.8699 | 0.6649 | | 1.1912 | 228.0009 | 40020 | 1.9954 | 0.8744 | 0.6729 | | 1.1794 | 229.0009 | 40194 | 2.5183 | 0.8656 | 0.6553 | | 1.1869 | 230.0009 | 40368 | 2.0449 | 0.8747 | 0.6759 | | 1.3615 | 231.0009 | 40542 | 2.2189 | 0.8695 | 0.6715 | | 1.3977 | 232.0009 | 40716 | 2.2008 | 0.8707 | 0.6588 | | 1.1845 | 233.0009 | 40890 | 2.3146 | 0.8660 | 0.6584 | | 1.0779 | 234.0008 | 41064 | 2.2377 | 0.8734 | 0.6674 | | 1.2471 | 235.0008 | 41238 | 2.1233 | 0.8701 | 0.6588 | | 1.0684 | 236.0008 | 41412 | 2.3292 | 0.8670 | 0.6594 | | 1.0782 | 237.0008 | 41586 | 2.4264 | 0.8693 | 0.6689 | | 1.2786 | 238.0008 | 41760 | 2.1556 | 0.8707 | 0.6663 | | 1.2289 | 239.0008 | 41934 | 2.4710 | 0.8741 | 0.6700 | | 1.1259 | 240.0008 | 42108 | 2.3906 | 0.8728 | 0.6687 | | 1.1041 | 241.0008 | 42282 | 2.2094 | 0.8735 | 0.6749 | | 1.0936 | 242.0008 | 42456 | 2.0518 | 0.8741 | 0.6752 | | 1.0174 | 243.0008 | 42630 | 2.3049 | 0.8748 | 0.6748 | | 1.3269 | 244.0008 | 42804 | 1.9390 | 0.8758 | 0.6768 | | 1.0805 | 245.0008 | 42978 | 2.1060 | 0.8766 | 0.6697 | | 1.3761 | 246.0008 | 43152 | 2.2481 | 0.8714 | 0.6658 | | 1.1454 | 247.0007 | 43326 | 2.0969 | 0.8782 | 0.6761 | | 1.2074 | 248.0007 | 43500 | 1.9797 | 0.8783 | 0.6736 | | 1.0444 | 249.0007 | 43674 | 2.5800 | 0.8742 | 0.6749 | | 1.3044 | 250.0007 | 43848 | 2.2069 | 0.8612 | 0.6592 | | 1.1425 | 251.0007 | 44022 | 2.0750 | 0.8747 | 0.6707 | | 1.2625 | 252.0007 | 44196 | 2.1417 | 0.8703 | 0.6672 | | 1.3977 | 253.0007 | 44370 | 2.2253 | 0.8708 | 0.6742 | | 1.0945 | 254.0007 | 44544 | 2.3261 | 0.8773 | 0.6793 | | 1.3005 | 255.0007 | 44718 | 2.1004 | 0.8775 | 0.6816 | | 1.0545 | 256.0007 | 44892 | 2.1795 | 0.8770 | 0.6773 | | 1.1753 | 257.0007 | 45066 | 2.0538 | 0.8772 | 0.6815 | | 1.1547 | 258.0007 | 45240 | 2.1298 | 0.8799 | 0.6839 | | 1.0952 | 259.0007 | 45414 | 1.9965 | 0.8767 | 0.6731 | | 1.0645 | 260.0007 | 45588 | 2.2731 | 0.8807 | 0.6868 | | 0.9764 | 261.0006 | 45762 | 2.1211 | 0.8772 | 0.6822 | | 1.0216 | 262.0006 | 45936 | 2.1898 | 0.8801 | 0.6876 | | 1.2419 | 263.0006 | 46110 | 2.2199 | 0.8776 | 0.6785 | | 1.1503 | 264.0006 | 46284 | 2.2277 | 0.8805 | 0.6829 | | 1.2012 | 265.0006 | 46458 | 2.3455 | 0.8735 | 0.6724 | | 1.098 | 266.0006 | 46632 | 2.0349 | 0.8808 | 0.6853 | | 1.1844 | 267.0006 | 46806 | 2.2312 | 0.8528 | 0.6541 | | 1.0648 | 268.0006 | 46980 | 2.0551 | 0.8745 | 0.6797 | | 1.2011 | 269.0006 | 47154 | 2.0694 | 0.8792 | 0.6865 | | 1.0342 | 270.0006 | 47328 | 2.4460 | 0.8770 | 0.6810 | | 1.1405 | 271.0006 | 47502 | 1.9840 | 0.8781 | 0.6894 | | 1.0155 | 272.0006 | 47676 | 2.3116 | 0.8788 | 0.6830 | | 0.8647 | 273.0006 | 47850 | 2.2269 | 0.8756 | 0.6829 | | 1.1494 | 274.0005 | 48024 | 2.2911 | 0.8795 | 0.6814 | | 1.0366 | 275.0005 | 48198 | 2.2333 | 0.8785 | 0.6891 | | 1.1648 | 276.0005 | 48372 | 1.9121 | 0.8794 | 0.6879 | | 1.1532 | 277.0005 | 48546 | 2.3285 | 0.8802 | 0.6874 | | 1.1048 | 278.0005 | 48720 | 2.2068 | 0.8808 | 0.6891 | | 1.2105 | 279.0005 | 48894 | 2.3338 | 0.8782 | 0.6853 | | 1.0847 | 280.0005 | 49068 | 2.1683 | 0.8803 | 0.6859 | | 1.0777 | 281.0005 | 49242 | 2.0832 | 0.8800 | 0.6834 | | 1.1422 | 282.0005 | 49416 | 2.0879 | 0.8806 | 0.6834 | | 1.1835 | 283.0005 | 49590 | 2.4059 | 0.8786 | 0.6835 | | 1.133 | 284.0005 | 49764 | 2.1686 | 0.8801 | 0.6905 | | 1.0943 | 285.0005 | 49938 | 2.0963 | 0.8776 | 0.6827 | | 1.0594 | 286.0005 | 50112 | 1.9134 | 0.8828 | 0.6975 | | 1.0709 | 287.0005 | 50286 | 2.0930 | 0.8687 | 0.6600 | | 1.1758 | 288.0004 | 50460 | 1.9211 | 0.8795 | 0.6907 | | 1.0898 | 289.0004 | 50634 | 1.9813 | 0.8821 | 0.6905 | | 1.1109 | 290.0004 | 50808 | 2.0602 | 0.8812 | 0.6905 | | 0.9239 | 291.0004 | 50982 | 2.3492 | 0.8712 | 0.6620 | | 1.0255 | 292.0004 | 51156 | 1.9690 | 0.8803 | 0.6912 | | 0.9918 | 293.0004 | 51330 | 1.9280 | 0.8821 | 0.6943 | | 1.3283 | 294.0004 | 51504 | 2.1440 | 0.8812 | 0.6966 | | 1.0355 | 295.0004 | 51678 | 2.0504 | 0.8833 | 0.6959 | | 1.0259 | 296.0004 | 51852 | 2.1848 | 0.8833 | 0.6908 | | 0.909 | 297.0004 | 52026 | 2.3142 | 0.8789 | 0.6857 | | 1.0887 | 298.0004 | 52200 | 1.9821 | 0.8806 | 0.6937 | | 1.1593 | 299.0004 | 52374 | 2.2726 | 0.8764 | 0.6826 | | 1.0682 | 300.0004 | 52548 | 2.2011 | 0.8771 | 0.6922 | | 1.0734 | 301.0003 | 52722 | 2.1597 | 0.8829 | 0.6973 | | 0.9546 | 302.0003 | 52896 | 2.1328 | 0.8805 | 0.6953 | | 1.159 | 303.0003 | 53070 | 2.2081 | 0.8818 | 0.6949 | | 1.0275 | 304.0003 | 53244 | 2.2636 | 0.8827 | 0.6992 | | 1.1051 | 305.0003 | 53418 | 2.1962 | 0.8813 | 0.6957 | | 1.1005 | 306.0003 | 53592 | 2.0983 | 0.8836 | 0.6994 | | 1.0719 | 307.0003 | 53766 | 2.0882 | 0.8836 | 0.6918 | | 0.8714 | 308.0003 | 53940 | 2.2316 | 0.8847 | 0.6999 | | 1.037 | 309.0003 | 54114 | 2.2144 | 0.8761 | 0.6867 | | 0.9492 | 310.0003 | 54288 | 2.0343 | 0.8782 | 0.6894 | | 1.0408 | 311.0003 | 54462 | 2.0385 | 0.8847 | 0.7025 | | 1.2891 | 312.0003 | 54636 | 2.3078 | 0.8823 | 0.6979 | | 1.0476 | 313.0003 | 54810 | 2.1141 | 0.8811 | 0.6942 | | 0.8876 | 314.0003 | 54984 | 1.9897 | 0.8814 | 0.6967 | | 1.0322 | 315.0002 | 55158 | 2.2490 | 0.8784 | 0.6894 | | 0.9504 | 316.0002 | 55332 | 2.1621 | 0.8797 | 0.6933 | | 1.0146 | 317.0002 | 55506 | 2.1859 | 0.8814 | 0.6929 | | 1.0135 | 318.0002 | 55680 | 2.1820 | 0.8824 | 0.6933 | | 1.0951 | 319.0002 | 55854 | 2.2712 | 0.8772 | 0.6945 | | 0.9521 | 320.0002 | 56028 | 2.1267 | 0.8806 | 0.6983 | | 0.8877 | 321.0002 | 56202 | 2.1687 | 0.8822 | 0.6960 | | 0.9654 | 322.0002 | 56376 | 2.3400 | 0.8743 | 0.6781 | | 0.8342 | 323.0002 | 56550 | 2.0269 | 0.8823 | 0.7012 | | 0.9996 | 324.0002 | 56724 | 2.3035 | 0.8839 | 0.7009 | | 0.8593 | 325.0002 | 56898 | 2.0681 | 0.8820 | 0.6977 | | 1.113 | 326.0002 | 57072 | 1.9374 | 0.8817 | 0.6947 | | 1.156 | 327.0002 | 57246 | 2.1292 | 0.8863 | 0.7013 | | 0.9015 | 328.0001 | 57420 | 2.1653 | 0.8809 | 0.6935 | | 0.879 | 329.0001 | 57594 | 2.0095 | 0.8870 | 0.7075 | | 0.912 | 330.0001 | 57768 | 1.9966 | 0.8851 | 0.6981 | | 0.9413 | 331.0001 | 57942 | 2.0116 | 0.8860 | 0.7069 | | 1.1517 | 332.0001 | 58116 | 2.0771 | 0.8824 | 0.6994 | | 1.3205 | 333.0001 | 58290 | 2.0483 | 0.8848 | 0.7028 | | 0.8732 | 334.0001 | 58464 | 2.2693 | 0.8827 | 0.6953 | | 1.0324 | 335.0001 | 58638 | 2.2703 | 0.8851 | 0.7057 | | 0.8656 | 336.0001 | 58812 | 1.9833 | 0.8866 | 0.7101 | | 0.9721 | 337.0001 | 58986 | 2.1049 | 0.8862 | 0.7026 | | 0.9865 | 338.0001 | 59160 | 2.0288 | 0.8845 | 0.6981 | | 1.0696 | 339.0001 | 59334 | 2.3312 | 0.8713 | 0.6692 | | 0.8285 | 340.0001 | 59508 | 2.0118 | 0.8871 | 0.7073 | | 0.9375 | 341.0001 | 59682 | 2.0905 | 0.8690 | 0.6702 | | 0.9869 | 342.0000 | 59856 | 2.0330 | 0.8888 | 0.7076 | | 0.7761 | 343.0000 | 60030 | 2.0572 | 0.8853 | 0.7042 | | 0.8389 | 344.0000 | 60204 | 2.0006 | 0.8884 | 0.7087 | | 1.0082 | 345.0000 | 60378 | 2.2593 | 0.8864 | 0.7050 | | 0.9478 | 346.0000 | 60552 | 1.9004 | 0.8847 | 0.7042 | | 1.0049 | 347.0000 | 60726 | 1.9170 | 0.8852 | 0.7078 | | 0.9245 | 347.0013 | 60900 | 1.9935 | 0.8875 | 0.7067 | | 0.9251 | 348.0013 | 61074 | 2.1037 | 0.8855 | 0.7060 | | 0.9814 | 349.0013 | 61248 | 2.1960 | 0.8884 | 0.7100 | | 0.9383 | 350.0013 | 61422 | 1.8546 | 0.8874 | 0.7148 | | 0.9396 | 351.0013 | 61596 | 2.1008 | 0.8837 | 0.7089 | | 0.8035 | 352.0013 | 61770 | 1.8034 | 0.8861 | 0.7067 | | 0.7418 | 353.0013 | 61944 | 1.9630 | 0.8868 | 0.7069 | | 0.7232 | 354.0012 | 62118 | 2.3561 | 0.8612 | 0.6949 | | 0.8716 | 355.0012 | 62292 | 2.0152 | 0.8874 | 0.7160 | | 0.8791 | 356.0012 | 62466 | 1.9923 | 0.8910 | 0.7221 | | 0.8572 | 357.0012 | 62640 | 2.2249 | 0.8833 | 0.7086 | | 0.7821 | 358.0012 | 62814 | 1.8055 | 0.8888 | 0.7139 | | 0.8517 | 359.0012 | 62988 | 1.8741 | 0.8859 | 0.7112 | | 0.7288 | 360.0012 | 63162 | 1.9964 | 0.8869 | 0.7105 | | 0.9485 | 361.0012 | 63336 | 1.8575 | 0.8850 | 0.6940 | | 1.0854 | 362.0012 | 63510 | 1.9584 | 0.8887 | 0.7137 | | 0.896 | 363.0012 | 63684 | 1.9723 | 0.8877 | 0.7146 | | 0.8243 | 364.0012 | 63858 | 1.8922 | 0.8816 | 0.6952 | | 0.796 | 365.0012 | 64032 | 1.7983 | 0.8852 | 0.7101 | | 0.7924 | 366.0012 | 64206 | 1.9498 | 0.8871 | 0.7125 | | 0.6938 | 367.0012 | 64380 | 1.7797 | 0.8924 | 0.7203 | | 0.7852 | 368.0011 | 64554 | 2.0065 | 0.8881 | 0.7154 | | 0.7145 | 369.0011 | 64728 | 1.6714 | 0.8904 | 0.7207 | | 0.9609 | 370.0011 | 64902 | 1.8750 | 0.8863 | 0.7106 | | 0.6491 | 371.0011 | 65076 | 1.7058 | 0.8888 | 0.7155 | | 0.8286 | 372.0011 | 65250 | 1.8609 | 0.8906 | 0.7160 | | 1.2544 | 373.0011 | 65424 | 1.8970 | 0.8806 | 0.7017 | | 0.8161 | 374.0011 | 65598 | 1.8934 | 0.8840 | 0.7098 | | 0.7427 | 375.0011 | 65772 | 1.7787 | 0.8841 | 0.7121 | | 0.6802 | 376.0011 | 65946 | 1.8431 | 0.8884 | 0.7187 | ### Framework versions - Transformers 4.46.0 - Pytorch 2.3.1+cu121 - Datasets 2.20.0 - Tokenizers 0.20.1