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library_name: transformers
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: ht-stmini-cls-v6_ftis_noPretrain-cssl-msm-bml
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# ht-stmini-cls-v6_ftis_noPretrain-cssl-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: 16.6821
- Accuracy: 0.9045
- Macro F1: 0.7674
## 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 |
|:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
| 11715.2213 | 0.0013 | 174 | 10727.4766 | 0.0638 | 0.0283 |
| 8436.0012 | 1.0013 | 348 | 6992.4492 | 0.0706 | 0.0296 |
| 5873.0413 | 2.0013 | 522 | 3689.1555 | 0.0970 | 0.0358 |
| 2780.7009 | 3.0013 | 696 | 1901.4088 | 0.2850 | 0.0661 |
| 1096.5327 | 4.0013 | 870 | 828.9574 | 0.3923 | 0.0909 |
| 640.5421 | 5.0013 | 1044 | 513.9333 | 0.4514 | 0.1113 |
| 423.0914 | 6.0012 | 1218 | 396.2117 | 0.4752 | 0.1182 |
| 337.1574 | 7.0012 | 1392 | 330.5453 | 0.4958 | 0.1237 |
| 257.1514 | 8.0012 | 1566 | 264.8556 | 0.5144 | 0.1272 |
| 216.2928 | 9.0012 | 1740 | 216.6899 | 0.5206 | 0.1298 |
| 209.9206 | 10.0012 | 1914 | 184.6555 | 0.5321 | 0.1322 |
| 170.8291 | 11.0012 | 2088 | 159.6617 | 0.5371 | 0.1341 |
| 160.7261 | 12.0012 | 2262 | 145.2256 | 0.5420 | 0.1362 |
| 143.5558 | 13.0012 | 2436 | 130.5261 | 0.5432 | 0.1376 |
| 124.9779 | 14.0012 | 2610 | 121.6776 | 0.5549 | 0.1402 |
| 114.6333 | 15.0012 | 2784 | 114.0393 | 0.5567 | 0.1425 |
| 104.1651 | 16.0012 | 2958 | 105.7749 | 0.5675 | 0.1442 |
| 96.692 | 17.0012 | 3132 | 102.6569 | 0.5627 | 0.1446 |
| 89.7748 | 18.0012 | 3306 | 97.5948 | 0.5745 | 0.1468 |
| 89.4558 | 19.0012 | 3480 | 93.5582 | 0.5859 | 0.1512 |
| 80.687 | 20.0011 | 3654 | 88.2421 | 0.5775 | 0.1530 |
| 76.154 | 21.0011 | 3828 | 90.8190 | 0.5704 | 0.1501 |
| 73.2332 | 22.0011 | 4002 | 84.4550 | 0.5805 | 0.1565 |
| 71.9891 | 23.0011 | 4176 | 80.8633 | 0.5902 | 0.1596 |
| 70.2947 | 24.0011 | 4350 | 80.1923 | 0.5893 | 0.1611 |
| 67.5285 | 25.0011 | 4524 | 78.1419 | 0.5917 | 0.1608 |
| 66.9792 | 26.0011 | 4698 | 73.2892 | 0.6081 | 0.1703 |
| 65.348 | 27.0011 | 4872 | 70.4800 | 0.6047 | 0.1695 |
| 62.3904 | 28.0011 | 5046 | 76.0858 | 0.5940 | 0.1689 |
| 61.1992 | 29.0011 | 5220 | 67.9268 | 0.6100 | 0.1782 |
| 58.0391 | 30.0011 | 5394 | 64.8750 | 0.6191 | 0.1802 |
| 54.2658 | 31.0011 | 5568 | 64.0972 | 0.6239 | 0.1935 |
| 53.7429 | 32.0011 | 5742 | 61.6177 | 0.6336 | 0.1981 |
| 49.5539 | 33.0010 | 5916 | 63.4825 | 0.6351 | 0.1983 |
| 48.5641 | 34.0010 | 6090 | 59.5909 | 0.6448 | 0.2138 |
| 45.7779 | 35.0010 | 6264 | 58.3350 | 0.6224 | 0.2105 |
| 43.3097 | 36.0010 | 6438 | 55.5437 | 0.6561 | 0.2252 |
| 39.4661 | 37.0010 | 6612 | 54.4594 | 0.6593 | 0.2360 |
| 38.7875 | 38.0010 | 6786 | 51.2408 | 0.6655 | 0.2373 |
| 36.1766 | 39.0010 | 6960 | 50.7226 | 0.6749 | 0.2522 |
| 34.0581 | 40.0010 | 7134 | 51.9902 | 0.6780 | 0.2654 |
| 32.973 | 41.0010 | 7308 | 49.4649 | 0.6819 | 0.2732 |
| 31.9436 | 42.0010 | 7482 | 47.4678 | 0.6925 | 0.2859 |
| 29.808 | 43.0010 | 7656 | 47.4288 | 0.7010 | 0.2986 |
| 28.988 | 44.0010 | 7830 | 47.9734 | 0.7017 | 0.3069 |
| 28.5465 | 45.0010 | 8004 | 47.5173 | 0.7051 | 0.3021 |
| 25.2834 | 46.0010 | 8178 | 46.4361 | 0.7089 | 0.3154 |
| 26.4334 | 47.0009 | 8352 | 49.4728 | 0.7098 | 0.3195 |
| 23.5124 | 48.0009 | 8526 | 48.7914 | 0.7116 | 0.3339 |
| 23.1348 | 49.0009 | 8700 | 47.3581 | 0.7207 | 0.3396 |
| 21.6129 | 50.0009 | 8874 | 46.1953 | 0.7296 | 0.3557 |
| 22.9044 | 51.0009 | 9048 | 43.5262 | 0.7335 | 0.3583 |
| 21.2048 | 52.0009 | 9222 | 51.1645 | 0.6949 | 0.3454 |
| 18.3862 | 53.0009 | 9396 | 47.1605 | 0.7434 | 0.3746 |
| 18.8145 | 54.0009 | 9570 | 50.5842 | 0.7187 | 0.3316 |
| 17.9621 | 55.0009 | 9744 | 46.3175 | 0.7326 | 0.3595 |
| 15.6122 | 56.0009 | 9918 | 46.0008 | 0.7439 | 0.3860 |
| 14.9198 | 57.0009 | 10092 | 49.5679 | 0.7436 | 0.3994 |
| 15.1845 | 58.0009 | 10266 | 44.8107 | 0.7499 | 0.4040 |
| 14.2785 | 59.0009 | 10440 | 48.7127 | 0.7415 | 0.4033 |
| 14.1863 | 60.0008 | 10614 | 47.7495 | 0.7532 | 0.4077 |
| 14.0713 | 61.0008 | 10788 | 49.2214 | 0.7579 | 0.4159 |
| 14.7541 | 62.0008 | 10962 | 53.5513 | 0.7477 | 0.3994 |
| 13.3041 | 63.0008 | 11136 | 44.9118 | 0.7552 | 0.4194 |
| 11.6473 | 64.0008 | 11310 | 49.2335 | 0.7627 | 0.4315 |
| 11.2095 | 65.0008 | 11484 | 46.2891 | 0.7675 | 0.4325 |
| 10.2987 | 66.0008 | 11658 | 53.1796 | 0.7624 | 0.4306 |
| 11.346 | 67.0008 | 11832 | 51.8456 | 0.7657 | 0.4339 |
| 9.3548 | 68.0008 | 12006 | 50.8765 | 0.7678 | 0.4403 |
| 9.3037 | 69.0008 | 12180 | 55.0888 | 0.7714 | 0.4477 |
| 8.9857 | 70.0008 | 12354 | 50.0248 | 0.7628 | 0.4440 |
| 8.7682 | 71.0008 | 12528 | 50.6941 | 0.7770 | 0.4619 |
| 9.1196 | 72.0008 | 12702 | 46.8410 | 0.7684 | 0.4584 |
| 8.3427 | 73.0007 | 12876 | 50.8483 | 0.7652 | 0.4536 |
| 7.8778 | 74.0007 | 13050 | 46.3875 | 0.7793 | 0.4660 |
| 6.9879 | 75.0007 | 13224 | 45.0568 | 0.7834 | 0.4688 |
| 7.5269 | 76.0007 | 13398 | 46.9041 | 0.7858 | 0.4689 |
| 6.9116 | 77.0007 | 13572 | 48.1086 | 0.7663 | 0.4703 |
| 6.9254 | 78.0007 | 13746 | 47.4047 | 0.7879 | 0.4844 |
| 6.2481 | 79.0007 | 13920 | 44.9859 | 0.7813 | 0.4757 |
| 6.6851 | 80.0007 | 14094 | 38.6904 | 0.7850 | 0.4852 |
| 5.97 | 81.0007 | 14268 | 42.5499 | 0.7882 | 0.4812 |
| 6.1771 | 82.0007 | 14442 | 38.4021 | 0.7928 | 0.4936 |
| 5.1963 | 83.0007 | 14616 | 42.9896 | 0.7939 | 0.4888 |
| 7.9398 | 84.0007 | 14790 | 40.9555 | 0.7838 | 0.4915 |
| 5.3613 | 85.0007 | 14964 | 42.9515 | 0.7908 | 0.5045 |
| 6.7202 | 86.0007 | 15138 | 39.7180 | 0.7864 | 0.4951 |
| 4.6764 | 87.0006 | 15312 | 38.2246 | 0.7937 | 0.5101 |
| 4.2945 | 88.0006 | 15486 | 38.6347 | 0.7956 | 0.5087 |
| 4.1892 | 89.0006 | 15660 | 35.4375 | 0.7958 | 0.5055 |
| 4.1461 | 90.0006 | 15834 | 44.9172 | 0.7964 | 0.5127 |
| 4.2493 | 91.0006 | 16008 | 35.8057 | 0.7935 | 0.5037 |
| 4.7168 | 92.0006 | 16182 | 37.1874 | 0.8039 | 0.5202 |
| 3.7186 | 93.0006 | 16356 | 34.5887 | 0.7948 | 0.5243 |
| 3.9092 | 94.0006 | 16530 | 34.3659 | 0.8049 | 0.5224 |
| 3.4922 | 95.0006 | 16704 | 38.1849 | 0.7997 | 0.5176 |
| 3.293 | 96.0006 | 16878 | 33.7994 | 0.8127 | 0.5347 |
| 3.294 | 97.0006 | 17052 | 31.2770 | 0.8034 | 0.5267 |
| 2.8844 | 98.0006 | 17226 | 32.2301 | 0.8153 | 0.5347 |
| 2.8165 | 99.0006 | 17400 | 37.9324 | 0.7940 | 0.5233 |
| 2.6399 | 100.0005 | 17574 | 31.1739 | 0.8110 | 0.5344 |
| 2.686 | 101.0005 | 17748 | 35.2568 | 0.8088 | 0.5258 |
| 2.406 | 102.0005 | 17922 | 32.8968 | 0.8139 | 0.5458 |
| 2.799 | 103.0005 | 18096 | 25.1094 | 0.8134 | 0.5300 |
| 1.9403 | 104.0005 | 18270 | 24.3377 | 0.8120 | 0.5341 |
| 1.8998 | 105.0005 | 18444 | 26.6559 | 0.8116 | 0.5427 |
| 1.6745 | 106.0005 | 18618 | 21.0844 | 0.8184 | 0.5326 |
| 1.5847 | 107.0005 | 18792 | 30.5684 | 0.8138 | 0.5412 |
| 1.539 | 108.0005 | 18966 | 29.5075 | 0.8157 | 0.5621 |
| 1.5605 | 109.0005 | 19140 | 26.9982 | 0.8164 | 0.5514 |
| 1.4464 | 110.0005 | 19314 | 22.9506 | 0.8223 | 0.5683 |
| 1.4368 | 111.0005 | 19488 | 27.1973 | 0.8284 | 0.5693 |
| 1.3086 | 112.0005 | 19662 | 32.0884 | 0.8116 | 0.5541 |
| 1.3881 | 113.0005 | 19836 | 19.1791 | 0.8306 | 0.5773 |
| 1.316 | 114.0004 | 20010 | 27.2289 | 0.8293 | 0.5661 |
| 1.3519 | 115.0004 | 20184 | 25.0924 | 0.8373 | 0.5942 |
| 1.3086 | 116.0004 | 20358 | 25.9505 | 0.8431 | 0.5962 |
| 1.2558 | 117.0004 | 20532 | 20.9844 | 0.8427 | 0.6016 |
| 1.3284 | 118.0004 | 20706 | 22.0272 | 0.8413 | 0.5966 |
| 1.2293 | 119.0004 | 20880 | 25.0141 | 0.8435 | 0.6093 |
| 1.1877 | 120.0004 | 21054 | 20.0948 | 0.8421 | 0.5953 |
| 1.1295 | 121.0004 | 21228 | 19.8363 | 0.8276 | 0.5805 |
| 1.1163 | 122.0004 | 21402 | 21.4298 | 0.8490 | 0.6072 |
| 1.0742 | 123.0004 | 21576 | 20.9026 | 0.8480 | 0.6119 |
| 1.0389 | 124.0004 | 21750 | 20.7149 | 0.8366 | 0.6152 |
| 1.0495 | 125.0004 | 21924 | 25.3593 | 0.8510 | 0.6198 |
| 1.1515 | 126.0004 | 22098 | 17.9324 | 0.8443 | 0.6120 |
| 1.0378 | 127.0003 | 22272 | 22.3808 | 0.8535 | 0.6271 |
| 1.0459 | 128.0003 | 22446 | 19.1860 | 0.8384 | 0.6144 |
| 0.9204 | 129.0003 | 22620 | 20.5149 | 0.8564 | 0.6272 |
| 0.961 | 130.0003 | 22794 | 19.8676 | 0.8573 | 0.6349 |
| 0.9265 | 131.0003 | 22968 | 22.2702 | 0.8543 | 0.6308 |
| 1.156 | 132.0003 | 23142 | 25.0896 | 0.8532 | 0.6203 |
| 1.0723 | 133.0003 | 23316 | 12.4057 | 0.8546 | 0.6243 |
| 0.9053 | 134.0003 | 23490 | 16.2697 | 0.8589 | 0.6356 |
| 0.8414 | 135.0003 | 23664 | 18.2528 | 0.8594 | 0.6376 |
| 0.9563 | 136.0003 | 23838 | 18.9026 | 0.8606 | 0.6404 |
| 0.8713 | 137.0003 | 24012 | 20.1320 | 0.8659 | 0.6426 |
| 0.886 | 138.0003 | 24186 | 21.3480 | 0.8577 | 0.6253 |
| 0.8638 | 139.0003 | 24360 | 19.3888 | 0.8645 | 0.6429 |
| 0.841 | 140.0003 | 24534 | 19.2783 | 0.8650 | 0.6474 |
| 0.8303 | 141.0002 | 24708 | 19.9639 | 0.8597 | 0.6464 |
| 0.8369 | 142.0002 | 24882 | 11.9309 | 0.8621 | 0.6514 |
| 0.715 | 143.0002 | 25056 | 13.8198 | 0.8681 | 0.6544 |
| 0.849 | 144.0002 | 25230 | 10.8690 | 0.8619 | 0.6375 |
| 0.8585 | 145.0002 | 25404 | 10.9302 | 0.8658 | 0.6518 |
| 0.7652 | 146.0002 | 25578 | 15.6227 | 0.8729 | 0.6648 |
| 0.7047 | 147.0002 | 25752 | 17.5963 | 0.8691 | 0.6607 |
| 0.7735 | 148.0002 | 25926 | 15.9798 | 0.8699 | 0.6584 |
| 0.7502 | 149.0002 | 26100 | 16.9661 | 0.8721 | 0.6640 |
| 0.6434 | 150.0002 | 26274 | 18.8849 | 0.8607 | 0.6547 |
| 0.7066 | 151.0002 | 26448 | 17.9607 | 0.8724 | 0.6668 |
| 0.6763 | 152.0002 | 26622 | 21.1410 | 0.8661 | 0.6678 |
| 0.6306 | 153.0002 | 26796 | 22.4174 | 0.8637 | 0.6507 |
| 0.6913 | 154.0001 | 26970 | 19.5015 | 0.8711 | 0.6677 |
| 0.6406 | 155.0001 | 27144 | 19.9176 | 0.8712 | 0.6669 |
| 0.7159 | 156.0001 | 27318 | 13.8663 | 0.8693 | 0.6673 |
| 0.7575 | 157.0001 | 27492 | 16.8359 | 0.8713 | 0.6741 |
| 0.6609 | 158.0001 | 27666 | 15.3045 | 0.8712 | 0.6728 |
| 0.6315 | 159.0001 | 27840 | 17.4548 | 0.8665 | 0.6735 |
| 0.6101 | 160.0001 | 28014 | 20.8768 | 0.8704 | 0.6730 |
| 0.64 | 161.0001 | 28188 | 18.5729 | 0.8765 | 0.6720 |
| 0.623 | 162.0001 | 28362 | 20.3598 | 0.8792 | 0.6778 |
| 0.5812 | 163.0001 | 28536 | 13.9977 | 0.8784 | 0.6792 |
| 0.5705 | 164.0001 | 28710 | 16.8151 | 0.8766 | 0.6763 |
| 0.584 | 165.0001 | 28884 | 18.1551 | 0.8797 | 0.6880 |
| 0.5394 | 166.0001 | 29058 | 17.7883 | 0.8784 | 0.6792 |
| 0.5432 | 167.0001 | 29232 | 19.1870 | 0.8770 | 0.6836 |
| 0.6009 | 168.0000 | 29406 | 16.1470 | 0.8818 | 0.6899 |
| 0.5492 | 169.0000 | 29580 | 16.3520 | 0.8801 | 0.6826 |
| 0.5594 | 170.0000 | 29754 | 15.6605 | 0.8777 | 0.6853 |
| 0.5397 | 171.0000 | 29928 | 17.4010 | 0.8783 | 0.6873 |
| 0.4919 | 172.0000 | 30102 | 18.0559 | 0.8848 | 0.6951 |
| 0.53 | 173.0000 | 30276 | 14.1754 | 0.8822 | 0.6955 |
| 0.5522 | 173.0013 | 30450 | 14.0451 | 0.8741 | 0.6914 |
| 0.5484 | 174.0013 | 30624 | 16.6871 | 0.8801 | 0.6916 |
| 0.5278 | 175.0013 | 30798 | 15.2314 | 0.8824 | 0.6921 |
| 0.4913 | 176.0013 | 30972 | 16.4353 | 0.8809 | 0.6945 |
| 0.52 | 177.0013 | 31146 | 18.0517 | 0.8868 | 0.7032 |
| 0.5637 | 178.0013 | 31320 | 16.3400 | 0.8423 | 0.6632 |
| 0.5497 | 179.0013 | 31494 | 14.6085 | 0.8776 | 0.6914 |
| 0.4954 | 180.0012 | 31668 | 14.8209 | 0.8848 | 0.7004 |
| 0.48 | 181.0012 | 31842 | 17.6260 | 0.8836 | 0.6990 |
| 0.6265 | 182.0012 | 32016 | 10.3516 | 0.8797 | 0.6926 |
| 0.4802 | 183.0012 | 32190 | 12.9974 | 0.8857 | 0.6996 |
| 0.4944 | 184.0012 | 32364 | 13.7040 | 0.8835 | 0.7034 |
| 0.5148 | 185.0012 | 32538 | 15.6512 | 0.8823 | 0.6999 |
| 0.4609 | 186.0012 | 32712 | 16.7489 | 0.8856 | 0.6994 |
| 0.4298 | 187.0012 | 32886 | 13.6762 | 0.8844 | 0.7002 |
| 0.4083 | 188.0012 | 33060 | 17.2014 | 0.8841 | 0.7030 |
| 0.5683 | 189.0012 | 33234 | 14.0504 | 0.8500 | 0.6427 |
| 0.4913 | 190.0012 | 33408 | 13.4722 | 0.8826 | 0.6992 |
| 0.4486 | 191.0012 | 33582 | 14.0649 | 0.8867 | 0.7038 |
| 0.4617 | 192.0012 | 33756 | 14.5238 | 0.8866 | 0.7051 |
| 0.4362 | 193.0012 | 33930 | 15.3280 | 0.8863 | 0.7062 |
| 0.4396 | 194.0011 | 34104 | 14.3054 | 0.8856 | 0.7045 |
| 0.3991 | 195.0011 | 34278 | 16.1425 | 0.8871 | 0.7053 |
| 0.3911 | 196.0011 | 34452 | 16.3227 | 0.8872 | 0.7150 |
| 0.4021 | 197.0011 | 34626 | 15.9223 | 0.8907 | 0.7169 |
| 0.4325 | 198.0011 | 34800 | 16.4887 | 0.8871 | 0.7072 |
| 0.4289 | 199.0011 | 34974 | 13.0254 | 0.8877 | 0.7120 |
| 0.4118 | 200.0011 | 35148 | 14.3179 | 0.8889 | 0.7133 |
| 0.3828 | 201.0011 | 35322 | 15.9050 | 0.8898 | 0.7142 |
| 0.399 | 202.0011 | 35496 | 15.5794 | 0.8930 | 0.7183 |
| 0.3962 | 203.0011 | 35670 | 23.9086 | 0.8873 | 0.7071 |
| 0.4236 | 204.0011 | 35844 | 14.5871 | 0.8892 | 0.7151 |
| 0.4175 | 205.0011 | 36018 | 13.0064 | 0.8888 | 0.7143 |
| 0.4509 | 206.0011 | 36192 | 14.4157 | 0.8907 | 0.7151 |
| 0.3698 | 207.0010 | 36366 | 16.9400 | 0.8911 | 0.7209 |
| 0.3959 | 208.0010 | 36540 | 11.6492 | 0.8919 | 0.7223 |
| 0.3722 | 209.0010 | 36714 | 10.6274 | 0.8906 | 0.7213 |
| 0.3643 | 210.0010 | 36888 | 13.9021 | 0.8901 | 0.7212 |
| 0.3607 | 211.0010 | 37062 | 16.8761 | 0.8906 | 0.7100 |
| 0.3781 | 212.0010 | 37236 | 14.9723 | 0.8920 | 0.7246 |
| 0.3774 | 213.0010 | 37410 | 16.4877 | 0.8887 | 0.7216 |
| 0.4089 | 214.0010 | 37584 | 14.8110 | 0.8910 | 0.7227 |
| 0.3354 | 215.0010 | 37758 | 15.7290 | 0.8931 | 0.7241 |
| 0.3453 | 216.0010 | 37932 | 17.8587 | 0.8930 | 0.7262 |
| 0.3855 | 217.0010 | 38106 | 16.6364 | 0.8923 | 0.7205 |
| 0.3547 | 218.0010 | 38280 | 15.0288 | 0.8902 | 0.7262 |
| 0.3944 | 219.0010 | 38454 | 15.1244 | 0.8928 | 0.7267 |
| 0.3322 | 220.0010 | 38628 | 15.5708 | 0.8974 | 0.7308 |
| 0.5656 | 221.0009 | 38802 | 15.3676 | 0.8853 | 0.7131 |
| 0.3659 | 222.0009 | 38976 | 7.9423 | 0.8845 | 0.7166 |
| 0.3521 | 223.0009 | 39150 | 13.7582 | 0.8929 | 0.7277 |
| 0.3583 | 224.0009 | 39324 | 14.8325 | 0.8933 | 0.7351 |
| 0.3265 | 225.0009 | 39498 | 15.1472 | 0.8937 | 0.7340 |
| 0.3049 | 226.0009 | 39672 | 14.5932 | 0.8885 | 0.7246 |
| 0.336 | 227.0009 | 39846 | 14.2317 | 0.8925 | 0.7312 |
| 0.3057 | 228.0009 | 40020 | 16.1414 | 0.8932 | 0.7360 |
| 0.3329 | 229.0009 | 40194 | 15.2193 | 0.8920 | 0.7296 |
| 0.2967 | 230.0009 | 40368 | 16.3685 | 0.8949 | 0.7350 |
| 0.3154 | 231.0009 | 40542 | 15.8833 | 0.8973 | 0.7380 |
| 0.3414 | 232.0009 | 40716 | 11.7715 | 0.8954 | 0.7344 |
| 0.3231 | 233.0009 | 40890 | 13.7687 | 0.8964 | 0.7366 |
| 0.3277 | 234.0008 | 41064 | 16.5868 | 0.8933 | 0.7321 |
| 0.3384 | 235.0008 | 41238 | 14.9357 | 0.8951 | 0.7408 |
| 0.3358 | 236.0008 | 41412 | 16.2438 | 0.8969 | 0.7389 |
| 0.2861 | 237.0008 | 41586 | 13.7728 | 0.8858 | 0.7211 |
| 0.3149 | 238.0008 | 41760 | 16.2031 | 0.8964 | 0.7378 |
| 0.3268 | 239.0008 | 41934 | 13.5356 | 0.8984 | 0.7366 |
| 0.3158 | 240.0008 | 42108 | 16.0668 | 0.8983 | 0.7363 |
| 0.288 | 241.0008 | 42282 | 16.6506 | 0.8969 | 0.7388 |
| 0.2693 | 242.0008 | 42456 | 15.0677 | 0.8951 | 0.7397 |
| 0.2793 | 243.0008 | 42630 | 16.6893 | 0.8964 | 0.7415 |
| 0.2718 | 244.0008 | 42804 | 17.5266 | 0.8981 | 0.7434 |
| 0.2792 | 245.0008 | 42978 | 16.0863 | 0.8937 | 0.7354 |
| 0.3232 | 246.0008 | 43152 | 18.1412 | 0.8959 | 0.7379 |
| 0.2769 | 247.0007 | 43326 | 18.2384 | 0.8975 | 0.7482 |
| 0.2967 | 248.0007 | 43500 | 15.9407 | 0.8972 | 0.7458 |
| 0.3054 | 249.0007 | 43674 | 16.6762 | 0.8957 | 0.7415 |
| 0.2838 | 250.0007 | 43848 | 16.8079 | 0.8988 | 0.7406 |
| 0.2707 | 251.0007 | 44022 | 16.9714 | 0.8952 | 0.7420 |
| 0.4811 | 252.0007 | 44196 | 9.5724 | 0.8906 | 0.7180 |
| 0.3373 | 253.0007 | 44370 | 11.0438 | 0.8960 | 0.7408 |
| 0.2654 | 254.0007 | 44544 | 14.4336 | 0.8971 | 0.7454 |
| 0.3087 | 255.0007 | 44718 | 14.2193 | 0.8973 | 0.7442 |
| 0.257 | 256.0007 | 44892 | 15.4050 | 0.8977 | 0.7428 |
| 0.2951 | 257.0007 | 45066 | 16.0725 | 0.8952 | 0.7405 |
| 0.25 | 258.0007 | 45240 | 17.0912 | 0.9012 | 0.7467 |
| 0.2637 | 259.0007 | 45414 | 15.3124 | 0.8975 | 0.7474 |
| 0.2375 | 260.0007 | 45588 | 14.8288 | 0.8974 | 0.7481 |
| 0.2269 | 261.0006 | 45762 | 16.0601 | 0.8986 | 0.7459 |
| 0.2742 | 262.0006 | 45936 | 14.0432 | 0.8977 | 0.7442 |
| 0.271 | 263.0006 | 46110 | 16.4956 | 0.8985 | 0.7466 |
| 0.3463 | 264.0006 | 46284 | 15.3674 | 0.8992 | 0.7449 |
| 0.2848 | 265.0006 | 46458 | 14.0978 | 0.9003 | 0.7483 |
| 0.2487 | 266.0006 | 46632 | 14.9997 | 0.8964 | 0.7437 |
| 0.2619 | 267.0006 | 46806 | 13.5976 | 0.8982 | 0.7492 |
| 0.2388 | 268.0006 | 46980 | 14.3842 | 0.8983 | 0.7478 |
| 0.2354 | 269.0006 | 47154 | 13.7162 | 0.8976 | 0.7481 |
| 0.2466 | 270.0006 | 47328 | 12.8044 | 0.9018 | 0.7484 |
| 0.2399 | 271.0006 | 47502 | 13.4347 | 0.8993 | 0.7506 |
| 0.4447 | 272.0006 | 47676 | 9.7105 | 0.9009 | 0.7438 |
| 0.261 | 273.0006 | 47850 | 12.8051 | 0.8953 | 0.7429 |
| 0.2415 | 274.0005 | 48024 | 14.9494 | 0.9013 | 0.7553 |
| 0.243 | 275.0005 | 48198 | 12.9017 | 0.9011 | 0.7557 |
| 0.2873 | 276.0005 | 48372 | 12.4695 | 0.9018 | 0.7545 |
| 0.3073 | 277.0005 | 48546 | 12.9455 | 0.9025 | 0.7533 |
| 0.2429 | 278.0005 | 48720 | 12.1919 | 0.9012 | 0.7548 |
| 0.2311 | 279.0005 | 48894 | 15.6412 | 0.9015 | 0.7576 |
| 0.3222 | 280.0005 | 49068 | 13.7687 | 0.8931 | 0.7480 |
| 0.2178 | 281.0005 | 49242 | 16.8131 | 0.8974 | 0.7473 |
| 0.2413 | 282.0005 | 49416 | 13.5668 | 0.9030 | 0.7568 |
| 0.2337 | 283.0005 | 49590 | 15.5167 | 0.9008 | 0.7509 |
| 0.2513 | 284.0005 | 49764 | 16.4551 | 0.8979 | 0.7481 |
| 0.2399 | 285.0005 | 49938 | 13.4715 | 0.9032 | 0.7578 |
| 0.2308 | 286.0005 | 50112 | 14.5640 | 0.9040 | 0.7604 |
| 0.3765 | 287.0005 | 50286 | 13.2947 | 0.8803 | 0.7446 |
| 0.2562 | 288.0004 | 50460 | 16.2386 | 0.8987 | 0.7529 |
| 0.2337 | 289.0004 | 50634 | 16.6809 | 0.9031 | 0.7574 |
| 0.2278 | 290.0004 | 50808 | 14.7238 | 0.8995 | 0.7506 |
| 0.2222 | 291.0004 | 50982 | 17.9847 | 0.8992 | 0.7488 |
| 0.2202 | 292.0004 | 51156 | 12.6368 | 0.9008 | 0.7505 |
| 0.2145 | 293.0004 | 51330 | 13.8875 | 0.9025 | 0.7545 |
| 0.2409 | 294.0004 | 51504 | 14.1272 | 0.9022 | 0.7581 |
| 0.2281 | 295.0004 | 51678 | 14.1585 | 0.9023 | 0.7568 |
| 0.2312 | 296.0004 | 51852 | 14.0201 | 0.9006 | 0.7487 |
| 0.2131 | 297.0004 | 52026 | 15.6053 | 0.9005 | 0.7523 |
| 0.2297 | 298.0004 | 52200 | 13.9298 | 0.9053 | 0.7579 |
| 0.2197 | 299.0004 | 52374 | 15.9253 | 0.9036 | 0.7602 |
| 0.2383 | 300.0004 | 52548 | 12.9275 | 0.9027 | 0.7574 |
| 0.2153 | 301.0003 | 52722 | 16.5673 | 0.9047 | 0.7617 |
| 0.1957 | 302.0003 | 52896 | 19.4735 | 0.9031 | 0.7586 |
| 0.1985 | 303.0003 | 53070 | 15.1224 | 0.9049 | 0.7613 |
| 0.1922 | 304.0003 | 53244 | 17.6586 | 0.9027 | 0.7601 |
| 0.2092 | 305.0003 | 53418 | 16.8100 | 0.9045 | 0.7674 |
| 0.2035 | 306.0003 | 53592 | 17.3255 | 0.9023 | 0.7621 |
| 0.247 | 307.0003 | 53766 | 14.9393 | 0.9015 | 0.7579 |
| 0.2209 | 308.0003 | 53940 | 17.7670 | 0.9018 | 0.7616 |
| 0.21 | 309.0003 | 54114 | 17.3934 | 0.9042 | 0.7635 |
| 0.2049 | 310.0003 | 54288 | 19.5490 | 0.9007 | 0.7545 |
| 0.2023 | 311.0003 | 54462 | 16.2449 | 0.9038 | 0.7566 |
| 0.3726 | 312.0003 | 54636 | 10.4166 | 0.8765 | 0.7226 |
| 0.2432 | 313.0003 | 54810 | 11.6401 | 0.9034 | 0.7608 |
| 0.2181 | 314.0003 | 54984 | 14.3938 | 0.9044 | 0.7654 |
| 0.2029 | 315.0002 | 55158 | 15.7325 | 0.9019 | 0.7607 |
| 0.2003 | 316.0002 | 55332 | 17.3243 | 0.9023 | 0.7618 |
| 0.1899 | 317.0002 | 55506 | 14.7359 | 0.9040 | 0.7672 |
| 0.1948 | 318.0002 | 55680 | 15.1991 | 0.9049 | 0.7664 |
| 0.2076 | 319.0002 | 55854 | 15.9182 | 0.8995 | 0.7574 |
| 0.2239 | 320.0002 | 56028 | 12.1547 | 0.9031 | 0.7585 |
| 0.1866 | 321.0002 | 56202 | 15.7659 | 0.9037 | 0.7624 |
| 0.1721 | 322.0002 | 56376 | 16.8787 | 0.9054 | 0.7635 |
| 0.1717 | 323.0002 | 56550 | 15.8258 | 0.9025 | 0.7619 |
| 0.1908 | 324.0002 | 56724 | 18.5532 | 0.9037 | 0.7618 |
| 0.1968 | 325.0002 | 56898 | 18.5373 | 0.9060 | 0.7662 |
### Framework versions
- Transformers 4.46.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.20.1
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