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library_name: transformers
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: ht-stmini-cls-v6_ftis_noPretrain-cssl-npsNonennsNone-masked
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-npsNonennsNone-masked
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: 40.4007
- Accuracy: 0.9252
- Macro F1: 0.8229
## 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 |
|:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
| 1058.768 | 0.0013 | 174 | 903.1061 | 0.0521 | 0.0276 |
| 302.8637 | 1.0013 | 348 | 219.2956 | 0.0904 | 0.0381 |
| 95.7511 | 2.0013 | 522 | 326.8114 | 0.2266 | 0.0658 |
| 78.4313 | 3.0013 | 696 | 354.0350 | 0.3470 | 0.0917 |
| 69.5464 | 4.0013 | 870 | 385.0882 | 0.4182 | 0.1065 |
| 65.2821 | 5.0013 | 1044 | 409.7349 | 0.4612 | 0.1149 |
| 60.9194 | 6.0012 | 1218 | 362.8458 | 0.4804 | 0.1192 |
| 58.2193 | 7.0012 | 1392 | 398.8410 | 0.5011 | 0.1249 |
| 54.4017 | 8.0012 | 1566 | 399.3748 | 0.5141 | 0.1272 |
| 52.1109 | 9.0012 | 1740 | 392.4926 | 0.5297 | 0.1302 |
| 48.5245 | 10.0012 | 1914 | 361.4272 | 0.5345 | 0.1322 |
| 46.4394 | 11.0012 | 2088 | 284.8040 | 0.5392 | 0.1331 |
| 44.9365 | 12.0012 | 2262 | 251.8859 | 0.5479 | 0.1360 |
| 42.4856 | 13.0012 | 2436 | 224.2316 | 0.5526 | 0.1381 |
| 40.3551 | 14.0012 | 2610 | 182.5441 | 0.5662 | 0.1419 |
| 38.3803 | 15.0012 | 2784 | 168.5659 | 0.5665 | 0.1428 |
| 36.585 | 16.0012 | 2958 | 158.2095 | 0.5777 | 0.1460 |
| 34.9725 | 17.0012 | 3132 | 149.1070 | 0.5800 | 0.1490 |
| 33.1353 | 18.0012 | 3306 | 128.2565 | 0.5792 | 0.1509 |
| 31.8966 | 19.0012 | 3480 | 121.3380 | 0.6056 | 0.1571 |
| 30.0095 | 20.0011 | 3654 | 106.0147 | 0.5882 | 0.1600 |
| 28.3575 | 21.0011 | 3828 | 107.7094 | 0.6138 | 0.1686 |
| 26.1836 | 22.0011 | 4002 | 98.3186 | 0.6123 | 0.1715 |
| 25.1814 | 23.0011 | 4176 | 90.8617 | 0.6216 | 0.1794 |
| 23.1748 | 24.0011 | 4350 | 85.9976 | 0.6236 | 0.1883 |
| 21.1803 | 25.0011 | 4524 | 80.6459 | 0.6534 | 0.1921 |
| 20.2536 | 26.0011 | 4698 | 77.4688 | 0.6687 | 0.2123 |
| 18.7913 | 27.0011 | 4872 | 71.6915 | 0.6731 | 0.2142 |
| 17.3466 | 28.0011 | 5046 | 71.8286 | 0.6786 | 0.2241 |
| 16.4451 | 29.0011 | 5220 | 70.2575 | 0.6960 | 0.2510 |
| 15.5112 | 30.0011 | 5394 | 70.7488 | 0.7041 | 0.2575 |
| 14.1935 | 31.0011 | 5568 | 64.6462 | 0.7074 | 0.2713 |
| 14.2574 | 32.0011 | 5742 | 66.1510 | 0.7120 | 0.2860 |
| 12.4453 | 33.0010 | 5916 | 61.1035 | 0.7253 | 0.2964 |
| 11.8568 | 34.0010 | 6090 | 61.0196 | 0.7168 | 0.3049 |
| 10.731 | 35.0010 | 6264 | 70.6306 | 0.7328 | 0.3331 |
| 10.1356 | 36.0010 | 6438 | 58.4792 | 0.7437 | 0.3463 |
| 9.318 | 37.0010 | 6612 | 57.9372 | 0.7431 | 0.3532 |
| 9.0227 | 38.0010 | 6786 | 66.2533 | 0.7525 | 0.3696 |
| 8.2078 | 39.0010 | 6960 | 64.2905 | 0.7643 | 0.3945 |
| 7.5571 | 40.0010 | 7134 | 60.4497 | 0.7596 | 0.3979 |
| 7.1758 | 41.0010 | 7308 | 67.4727 | 0.7711 | 0.4100 |
| 6.7702 | 42.0010 | 7482 | 68.5978 | 0.7771 | 0.4229 |
| 6.1002 | 43.0010 | 7656 | 74.4439 | 0.7798 | 0.4403 |
| 5.7728 | 44.0010 | 7830 | 69.5670 | 0.7801 | 0.4485 |
| 5.1659 | 45.0010 | 8004 | 69.5194 | 0.7896 | 0.4519 |
| 4.7854 | 46.0010 | 8178 | 66.7023 | 0.7894 | 0.4568 |
| 4.593 | 47.0009 | 8352 | 82.9398 | 0.7854 | 0.4718 |
| 4.2214 | 48.0009 | 8526 | 78.9803 | 0.7963 | 0.4714 |
| 3.7953 | 49.0009 | 8700 | 80.9261 | 0.7988 | 0.4844 |
| 3.6161 | 50.0009 | 8874 | 75.4678 | 0.8023 | 0.4977 |
| 3.8841 | 51.0009 | 9048 | 83.3644 | 0.7969 | 0.4857 |
| 3.2126 | 52.0009 | 9222 | 76.7733 | 0.8055 | 0.5051 |
| 2.8338 | 53.0009 | 9396 | 80.0934 | 0.8042 | 0.5124 |
| 2.7141 | 54.0009 | 9570 | 79.4974 | 0.8131 | 0.5140 |
| 2.6783 | 55.0009 | 9744 | 80.7617 | 0.8084 | 0.5162 |
| 2.1781 | 56.0009 | 9918 | 72.0322 | 0.8170 | 0.5268 |
| 2.0639 | 57.0009 | 10092 | 79.9103 | 0.8216 | 0.5425 |
| 2.0582 | 58.0009 | 10266 | 81.0863 | 0.8154 | 0.5408 |
| 1.8545 | 59.0009 | 10440 | 78.7189 | 0.8274 | 0.5510 |
| 1.7443 | 60.0008 | 10614 | 79.8855 | 0.8287 | 0.5587 |
| 1.6105 | 61.0008 | 10788 | 84.5002 | 0.8319 | 0.5588 |
| 1.4347 | 62.0008 | 10962 | 89.3110 | 0.8355 | 0.5638 |
| 1.2463 | 63.0008 | 11136 | 84.1584 | 0.8399 | 0.5737 |
| 1.0172 | 64.0008 | 11310 | 65.4737 | 0.8414 | 0.5740 |
| 0.8612 | 65.0008 | 11484 | 54.9639 | 0.8329 | 0.5526 |
| 0.6844 | 66.0008 | 11658 | 55.0387 | 0.8412 | 0.5739 |
| 0.6818 | 67.0008 | 11832 | 53.5930 | 0.8492 | 0.5785 |
| 0.5892 | 68.0008 | 12006 | 70.1320 | 0.8526 | 0.5934 |
| 0.5648 | 69.0008 | 12180 | 69.6997 | 0.8514 | 0.5967 |
| 0.5655 | 70.0008 | 12354 | 73.2505 | 0.8549 | 0.6024 |
| 0.4963 | 71.0008 | 12528 | 67.4335 | 0.8498 | 0.6035 |
| 0.5229 | 72.0008 | 12702 | 72.7230 | 0.8571 | 0.6080 |
| 0.4048 | 73.0007 | 12876 | 66.1359 | 0.8605 | 0.6222 |
| 0.4078 | 74.0007 | 13050 | 65.4070 | 0.8641 | 0.6226 |
| 0.3733 | 75.0007 | 13224 | 60.0746 | 0.8629 | 0.6241 |
| 0.3758 | 76.0007 | 13398 | 66.0019 | 0.8609 | 0.6251 |
| 0.3442 | 77.0007 | 13572 | 63.3175 | 0.8717 | 0.6400 |
| 0.3059 | 78.0007 | 13746 | 67.6954 | 0.8660 | 0.6372 |
| 0.2867 | 79.0007 | 13920 | 59.4604 | 0.8768 | 0.6451 |
| 0.3113 | 80.0007 | 14094 | 59.2486 | 0.8715 | 0.6401 |
| 0.2823 | 81.0007 | 14268 | 56.5899 | 0.8769 | 0.6551 |
| 0.2496 | 82.0007 | 14442 | 56.0448 | 0.8802 | 0.6603 |
| 0.2461 | 83.0007 | 14616 | 52.7884 | 0.8776 | 0.6571 |
| 0.2295 | 84.0007 | 14790 | 54.9771 | 0.8735 | 0.6628 |
| 0.2256 | 85.0007 | 14964 | 53.1925 | 0.8772 | 0.6719 |
| 0.2191 | 86.0007 | 15138 | 47.3722 | 0.8849 | 0.6776 |
| 0.216 | 87.0006 | 15312 | 46.2669 | 0.8824 | 0.6720 |
| 0.1963 | 88.0006 | 15486 | 45.9061 | 0.8850 | 0.6685 |
| 0.2035 | 89.0006 | 15660 | 44.1860 | 0.8825 | 0.6820 |
| 0.1916 | 90.0006 | 15834 | 41.2766 | 0.8860 | 0.6892 |
| 0.1973 | 91.0006 | 16008 | 41.9826 | 0.8882 | 0.6913 |
| 0.1908 | 92.0006 | 16182 | 45.0961 | 0.8855 | 0.6872 |
| 0.1717 | 93.0006 | 16356 | 41.9536 | 0.8869 | 0.6939 |
| 0.1733 | 94.0006 | 16530 | 40.4401 | 0.8889 | 0.6949 |
| 0.1547 | 95.0006 | 16704 | 35.2369 | 0.8901 | 0.6919 |
| 0.1592 | 96.0006 | 16878 | 37.3337 | 0.8920 | 0.6959 |
| 0.1646 | 97.0006 | 17052 | 40.8861 | 0.8884 | 0.7003 |
| 0.1448 | 98.0006 | 17226 | 37.8190 | 0.8932 | 0.7086 |
| 0.1353 | 99.0006 | 17400 | 34.3224 | 0.8900 | 0.7018 |
| 0.1427 | 100.0005 | 17574 | 33.3914 | 0.8935 | 0.7134 |
| 0.1553 | 101.0005 | 17748 | 34.0533 | 0.8940 | 0.7088 |
| 0.1412 | 102.0005 | 17922 | 33.9799 | 0.8960 | 0.7154 |
| 0.1278 | 103.0005 | 18096 | 34.3961 | 0.8971 | 0.7135 |
| 0.1246 | 104.0005 | 18270 | 34.4814 | 0.8921 | 0.7058 |
| 0.1211 | 105.0005 | 18444 | 31.2263 | 0.8938 | 0.7108 |
| 0.1156 | 106.0005 | 18618 | 31.4636 | 0.8958 | 0.7233 |
| 0.1237 | 107.0005 | 18792 | 36.6337 | 0.8957 | 0.7219 |
| 0.119 | 108.0005 | 18966 | 33.4733 | 0.8969 | 0.7197 |
| 0.1144 | 109.0005 | 19140 | 28.5187 | 0.8960 | 0.7254 |
| 0.1001 | 110.0005 | 19314 | 29.9183 | 0.8947 | 0.7188 |
| 0.1091 | 111.0005 | 19488 | 30.0166 | 0.8969 | 0.7146 |
| 0.1002 | 112.0005 | 19662 | 32.1305 | 0.8972 | 0.7213 |
| 0.0963 | 113.0005 | 19836 | 27.5234 | 0.8966 | 0.7276 |
| 0.0963 | 114.0004 | 20010 | 32.0683 | 0.8966 | 0.7253 |
| 0.1159 | 115.0004 | 20184 | 27.8024 | 0.8993 | 0.7284 |
| 0.0992 | 116.0004 | 20358 | 29.4216 | 0.9001 | 0.7317 |
| 0.1002 | 117.0004 | 20532 | 28.2778 | 0.9008 | 0.7396 |
| 0.1055 | 118.0004 | 20706 | 30.6221 | 0.9044 | 0.7352 |
| 0.0889 | 119.0004 | 20880 | 27.7168 | 0.9044 | 0.7390 |
| 0.093 | 120.0004 | 21054 | 26.6910 | 0.9010 | 0.7407 |
| 0.0741 | 121.0004 | 21228 | 26.9066 | 0.9025 | 0.7405 |
| 0.082 | 122.0004 | 21402 | 30.9631 | 0.9003 | 0.7372 |
| 0.0834 | 123.0004 | 21576 | 27.1792 | 0.9046 | 0.7402 |
| 0.0847 | 124.0004 | 21750 | 26.8367 | 0.9018 | 0.7412 |
| 0.0749 | 125.0004 | 21924 | 27.8746 | 0.9028 | 0.7441 |
| 0.0791 | 126.0004 | 22098 | 27.0783 | 0.8990 | 0.7356 |
| 0.0743 | 127.0003 | 22272 | 25.5253 | 0.9040 | 0.7444 |
| 0.0778 | 128.0003 | 22446 | 28.0174 | 0.9042 | 0.7470 |
| 0.0741 | 129.0003 | 22620 | 27.6009 | 0.9031 | 0.7493 |
| 0.0787 | 130.0003 | 22794 | 28.4356 | 0.9067 | 0.7495 |
| 0.0701 | 131.0003 | 22968 | 24.3254 | 0.9026 | 0.7463 |
| 0.0663 | 132.0003 | 23142 | 24.1960 | 0.9033 | 0.7435 |
| 0.0719 | 133.0003 | 23316 | 28.6226 | 0.9027 | 0.7466 |
| 0.0674 | 134.0003 | 23490 | 29.0067 | 0.9004 | 0.7441 |
| 0.0606 | 135.0003 | 23664 | 26.3526 | 0.9063 | 0.7487 |
| 0.0667 | 136.0003 | 23838 | 28.2848 | 0.9040 | 0.7541 |
| 0.0685 | 137.0003 | 24012 | 27.0463 | 0.9022 | 0.7468 |
| 0.0762 | 138.0003 | 24186 | 27.0543 | 0.9047 | 0.7499 |
| 0.0653 | 139.0003 | 24360 | 27.0834 | 0.9019 | 0.7526 |
| 0.0692 | 140.0003 | 24534 | 25.8883 | 0.9069 | 0.7597 |
| 0.0595 | 141.0002 | 24708 | 27.9011 | 0.9047 | 0.7596 |
| 0.0591 | 142.0002 | 24882 | 27.4688 | 0.9048 | 0.7594 |
| 0.0535 | 143.0002 | 25056 | 25.2676 | 0.9046 | 0.7482 |
| 0.0609 | 144.0002 | 25230 | 25.6121 | 0.9093 | 0.7600 |
| 0.06 | 145.0002 | 25404 | 25.2859 | 0.9068 | 0.7641 |
| 0.0609 | 146.0002 | 25578 | 26.2561 | 0.9055 | 0.7586 |
| 0.0509 | 147.0002 | 25752 | 26.7578 | 0.9066 | 0.7604 |
| 0.0593 | 148.0002 | 25926 | 23.8757 | 0.9042 | 0.7596 |
| 0.0482 | 149.0002 | 26100 | 26.8199 | 0.9077 | 0.7605 |
| 0.0527 | 150.0002 | 26274 | 29.5701 | 0.9089 | 0.7635 |
| 0.0537 | 151.0002 | 26448 | 28.2843 | 0.9042 | 0.7597 |
| 0.0537 | 152.0002 | 26622 | 29.3675 | 0.9102 | 0.7699 |
| 0.051 | 153.0002 | 26796 | 29.8192 | 0.9026 | 0.7590 |
| 0.0522 | 154.0001 | 26970 | 28.2824 | 0.9076 | 0.7607 |
| 0.0493 | 155.0001 | 27144 | 30.5917 | 0.9036 | 0.7649 |
| 0.0571 | 156.0001 | 27318 | 26.3960 | 0.9105 | 0.7713 |
| 0.0499 | 157.0001 | 27492 | 25.1963 | 0.9082 | 0.7656 |
| 0.0488 | 158.0001 | 27666 | 24.2476 | 0.9078 | 0.7678 |
| 0.0476 | 159.0001 | 27840 | 29.2155 | 0.9073 | 0.7665 |
| 0.0438 | 160.0001 | 28014 | 33.0454 | 0.9089 | 0.7636 |
| 0.0447 | 161.0001 | 28188 | 28.9531 | 0.9045 | 0.7650 |
| 0.0489 | 162.0001 | 28362 | 29.4456 | 0.9093 | 0.7629 |
| 0.0468 | 163.0001 | 28536 | 29.0673 | 0.9077 | 0.7699 |
| 0.0574 | 164.0001 | 28710 | 28.2858 | 0.9078 | 0.7638 |
| 0.052 | 165.0001 | 28884 | 30.7560 | 0.9104 | 0.7695 |
| 0.0446 | 166.0001 | 29058 | 32.1903 | 0.9120 | 0.7749 |
| 0.0423 | 167.0001 | 29232 | 29.2310 | 0.9053 | 0.7704 |
| 0.0428 | 168.0000 | 29406 | 27.3192 | 0.9068 | 0.7716 |
| 0.0401 | 169.0000 | 29580 | 30.0189 | 0.9118 | 0.7752 |
| 0.0403 | 170.0000 | 29754 | 29.2577 | 0.9076 | 0.7678 |
| 0.0385 | 171.0000 | 29928 | 28.7694 | 0.9110 | 0.7770 |
| 0.0414 | 172.0000 | 30102 | 32.2431 | 0.9068 | 0.7689 |
| 0.0477 | 173.0000 | 30276 | 32.6876 | 0.9114 | 0.7790 |
| 0.0449 | 173.0013 | 30450 | 30.8762 | 0.9102 | 0.7700 |
| 0.0419 | 174.0013 | 30624 | 33.5587 | 0.9072 | 0.7656 |
| 0.0399 | 175.0013 | 30798 | 30.4067 | 0.9138 | 0.7762 |
| 0.0389 | 176.0013 | 30972 | 27.7398 | 0.9114 | 0.7814 |
| 0.0389 | 177.0013 | 31146 | 33.5403 | 0.9122 | 0.7762 |
| 0.0399 | 178.0013 | 31320 | 31.8017 | 0.9109 | 0.7737 |
| 0.0382 | 179.0013 | 31494 | 28.6913 | 0.9127 | 0.7795 |
| 0.0402 | 180.0012 | 31668 | 29.4478 | 0.9116 | 0.7781 |
| 0.0373 | 181.0012 | 31842 | 34.2620 | 0.9125 | 0.7794 |
| 0.0367 | 182.0012 | 32016 | 32.4342 | 0.9112 | 0.7792 |
| 0.0363 | 183.0012 | 32190 | 34.1618 | 0.9126 | 0.7802 |
| 0.0404 | 184.0012 | 32364 | 32.9724 | 0.9130 | 0.7823 |
| 0.0337 | 185.0012 | 32538 | 33.6455 | 0.9126 | 0.7772 |
| 0.0356 | 186.0012 | 32712 | 35.2180 | 0.9122 | 0.7840 |
| 0.0433 | 187.0012 | 32886 | 34.2227 | 0.9136 | 0.7786 |
| 0.0335 | 188.0012 | 33060 | 35.5376 | 0.9121 | 0.7809 |
| 0.0346 | 189.0012 | 33234 | 34.8899 | 0.9145 | 0.7868 |
| 0.0381 | 190.0012 | 33408 | 35.0377 | 0.9103 | 0.7785 |
| 0.0313 | 191.0012 | 33582 | 31.6804 | 0.9150 | 0.7833 |
| 0.0327 | 192.0012 | 33756 | 34.6929 | 0.9149 | 0.7889 |
| 0.0391 | 193.0012 | 33930 | 32.0660 | 0.9134 | 0.7873 |
| 0.0337 | 194.0011 | 34104 | 34.0592 | 0.9127 | 0.7844 |
| 0.0335 | 195.0011 | 34278 | 37.9272 | 0.9136 | 0.7845 |
| 0.0306 | 196.0011 | 34452 | 42.2947 | 0.9148 | 0.7865 |
| 0.033 | 197.0011 | 34626 | 37.4414 | 0.9156 | 0.7886 |
| 0.0313 | 198.0011 | 34800 | 38.3902 | 0.9080 | 0.7717 |
| 0.0312 | 199.0011 | 34974 | 36.9319 | 0.9129 | 0.7815 |
| 0.0404 | 200.0011 | 35148 | 36.2309 | 0.9143 | 0.7822 |
| 0.031 | 201.0011 | 35322 | 38.8410 | 0.9120 | 0.7787 |
| 0.0302 | 202.0011 | 35496 | 34.9930 | 0.9146 | 0.7842 |
| 0.0301 | 203.0011 | 35670 | 39.7052 | 0.9134 | 0.7862 |
| 0.0402 | 204.0011 | 35844 | 36.7006 | 0.9128 | 0.7874 |
| 0.038 | 205.0011 | 36018 | 36.4505 | 0.9141 | 0.7810 |
| 0.0317 | 206.0011 | 36192 | 34.7697 | 0.9159 | 0.7874 |
| 0.0321 | 207.0010 | 36366 | 40.6525 | 0.9141 | 0.7879 |
| 0.0322 | 208.0010 | 36540 | 34.3527 | 0.9141 | 0.7904 |
| 0.0272 | 209.0010 | 36714 | 36.1962 | 0.9114 | 0.7856 |
| 0.0284 | 210.0010 | 36888 | 38.4806 | 0.9120 | 0.7816 |
| 0.0286 | 211.0010 | 37062 | 42.5005 | 0.9158 | 0.7950 |
| 0.0331 | 212.0010 | 37236 | 35.1432 | 0.9147 | 0.7903 |
| 0.0318 | 213.0010 | 37410 | 41.0248 | 0.9153 | 0.7900 |
| 0.0312 | 214.0010 | 37584 | 38.7415 | 0.9144 | 0.7894 |
| 0.0262 | 215.0010 | 37758 | 39.9220 | 0.9134 | 0.7940 |
| 0.029 | 216.0010 | 37932 | 44.6415 | 0.9178 | 0.7986 |
| 0.0258 | 217.0010 | 38106 | 43.4337 | 0.9122 | 0.7833 |
| 0.0272 | 218.0010 | 38280 | 39.8874 | 0.9179 | 0.7981 |
| 0.0254 | 219.0010 | 38454 | 39.9105 | 0.9155 | 0.7950 |
| 0.0256 | 220.0010 | 38628 | 41.8861 | 0.9147 | 0.7910 |
| 0.0245 | 221.0009 | 38802 | 44.4442 | 0.9155 | 0.7917 |
| 0.0265 | 222.0009 | 38976 | 39.5973 | 0.9145 | 0.7943 |
| 0.028 | 223.0009 | 39150 | 43.7092 | 0.9114 | 0.7858 |
| 0.027 | 224.0009 | 39324 | 42.0020 | 0.9153 | 0.7907 |
| 0.0272 | 225.0009 | 39498 | 45.7376 | 0.9139 | 0.7921 |
| 0.0254 | 226.0009 | 39672 | 44.2502 | 0.9187 | 0.7975 |
| 0.0264 | 227.0009 | 39846 | 41.1210 | 0.9160 | 0.7927 |
| 0.0253 | 228.0009 | 40020 | 41.7162 | 0.9155 | 0.7940 |
| 0.0241 | 229.0009 | 40194 | 41.0619 | 0.9154 | 0.7894 |
| 0.0223 | 230.0009 | 40368 | 39.0168 | 0.9185 | 0.7974 |
| 0.0307 | 231.0009 | 40542 | 41.0393 | 0.9154 | 0.7879 |
| 0.0331 | 232.0009 | 40716 | 35.2131 | 0.9105 | 0.7871 |
| 0.0273 | 233.0009 | 40890 | 42.8387 | 0.9141 | 0.7917 |
| 0.0242 | 234.0008 | 41064 | 45.7354 | 0.9173 | 0.7991 |
| 0.025 | 235.0008 | 41238 | 46.3967 | 0.9153 | 0.7905 |
| 0.0256 | 236.0008 | 41412 | 45.8025 | 0.9185 | 0.7959 |
| 0.0227 | 237.0008 | 41586 | 37.7228 | 0.9188 | 0.8005 |
| 0.024 | 238.0008 | 41760 | 41.6256 | 0.9154 | 0.7940 |
| 0.0237 | 239.0008 | 41934 | 42.5265 | 0.9194 | 0.7950 |
| 0.0204 | 240.0008 | 42108 | 45.8603 | 0.9159 | 0.8002 |
| 0.0225 | 241.0008 | 42282 | 44.1719 | 0.9154 | 0.8019 |
| 0.0232 | 242.0008 | 42456 | 40.5801 | 0.9150 | 0.7942 |
| 0.0247 | 243.0008 | 42630 | 43.7742 | 0.9192 | 0.7948 |
| 0.0225 | 244.0008 | 42804 | 44.8745 | 0.9180 | 0.8014 |
| 0.0229 | 245.0008 | 42978 | 46.1402 | 0.9136 | 0.7943 |
| 0.0227 | 246.0008 | 43152 | 42.3056 | 0.9152 | 0.7969 |
| 0.0213 | 247.0007 | 43326 | 45.3974 | 0.9172 | 0.7970 |
| 0.0223 | 248.0007 | 43500 | 40.5924 | 0.9155 | 0.7976 |
| 0.0209 | 249.0007 | 43674 | 45.2862 | 0.9186 | 0.8044 |
| 0.0197 | 250.0007 | 43848 | 40.6883 | 0.9166 | 0.8004 |
| 0.0219 | 251.0007 | 44022 | 39.6575 | 0.9130 | 0.7957 |
| 0.0237 | 252.0007 | 44196 | 49.3599 | 0.9137 | 0.7917 |
| 0.0199 | 253.0007 | 44370 | 50.1193 | 0.9185 | 0.8009 |
| 0.019 | 254.0007 | 44544 | 41.3166 | 0.9163 | 0.8019 |
| 0.0219 | 255.0007 | 44718 | 46.5779 | 0.9207 | 0.8009 |
| 0.0206 | 256.0007 | 44892 | 44.7527 | 0.9127 | 0.7966 |
| 0.0194 | 257.0007 | 45066 | 49.2727 | 0.9131 | 0.7965 |
| 0.0226 | 258.0007 | 45240 | 48.4370 | 0.9184 | 0.7983 |
| 0.022 | 259.0007 | 45414 | 50.6521 | 0.9221 | 0.8021 |
| 0.0194 | 260.0007 | 45588 | 49.1137 | 0.9148 | 0.7994 |
| 0.0183 | 261.0006 | 45762 | 46.6812 | 0.9173 | 0.8030 |
| 0.0172 | 262.0006 | 45936 | 45.1239 | 0.9143 | 0.7965 |
| 0.0186 | 263.0006 | 46110 | 44.2976 | 0.9158 | 0.7990 |
| 0.0169 | 264.0006 | 46284 | 43.4684 | 0.9188 | 0.8025 |
| 0.0171 | 265.0006 | 46458 | 40.4181 | 0.9186 | 0.8057 |
| 0.0174 | 266.0006 | 46632 | 47.2427 | 0.9207 | 0.8026 |
| 0.0197 | 267.0006 | 46806 | 44.0242 | 0.9193 | 0.8075 |
| 0.0169 | 268.0006 | 46980 | 50.7353 | 0.9181 | 0.8018 |
| 0.0174 | 269.0006 | 47154 | 41.6724 | 0.9161 | 0.8033 |
| 0.0232 | 270.0006 | 47328 | 48.0534 | 0.9170 | 0.7970 |
| 0.019 | 271.0006 | 47502 | 40.6320 | 0.9169 | 0.8054 |
| 0.0164 | 272.0006 | 47676 | 37.8815 | 0.9190 | 0.8017 |
| 0.0163 | 273.0006 | 47850 | 52.5203 | 0.9200 | 0.8055 |
| 0.0168 | 274.0005 | 48024 | 46.4334 | 0.9215 | 0.8051 |
| 0.0166 | 275.0005 | 48198 | 40.5585 | 0.9137 | 0.8033 |
| 0.0164 | 276.0005 | 48372 | 50.2212 | 0.9195 | 0.8063 |
| 0.0215 | 277.0005 | 48546 | 44.3030 | 0.9197 | 0.8048 |
| 0.0159 | 278.0005 | 48720 | 42.1572 | 0.9222 | 0.8050 |
| 0.016 | 279.0005 | 48894 | 51.2593 | 0.9213 | 0.8050 |
| 0.018 | 280.0005 | 49068 | 44.7454 | 0.9188 | 0.8041 |
| 0.0173 | 281.0005 | 49242 | 43.4542 | 0.9168 | 0.8068 |
| 0.0191 | 282.0005 | 49416 | 46.5924 | 0.9194 | 0.8044 |
| 0.0157 | 283.0005 | 49590 | 44.6733 | 0.9179 | 0.8045 |
| 0.0196 | 284.0005 | 49764 | 43.0854 | 0.9172 | 0.8042 |
| 0.0166 | 285.0005 | 49938 | 44.7390 | 0.9189 | 0.8060 |
| 0.0172 | 286.0005 | 50112 | 47.2693 | 0.9178 | 0.8044 |
| 0.0174 | 287.0005 | 50286 | 53.2581 | 0.9244 | 0.8111 |
| 0.0163 | 288.0004 | 50460 | 48.5783 | 0.9225 | 0.8109 |
| 0.0174 | 289.0004 | 50634 | 47.9766 | 0.9169 | 0.7989 |
| 0.017 | 290.0004 | 50808 | 39.3720 | 0.9179 | 0.8043 |
| 0.0191 | 291.0004 | 50982 | 51.0921 | 0.9189 | 0.8031 |
| 0.0187 | 292.0004 | 51156 | 45.2526 | 0.9194 | 0.8086 |
| 0.0153 | 293.0004 | 51330 | 44.2389 | 0.9175 | 0.7999 |
| 0.0151 | 294.0004 | 51504 | 46.3420 | 0.9202 | 0.8101 |
| 0.0134 | 295.0004 | 51678 | 47.7280 | 0.9190 | 0.8114 |
| 0.0156 | 296.0004 | 51852 | 47.6905 | 0.9206 | 0.8114 |
| 0.0282 | 297.0004 | 52026 | 43.2852 | 0.9204 | 0.8068 |
| 0.0159 | 298.0004 | 52200 | 46.9971 | 0.9206 | 0.8100 |
| 0.0141 | 299.0004 | 52374 | 51.8185 | 0.9188 | 0.8045 |
| 0.0166 | 300.0004 | 52548 | 48.0788 | 0.9211 | 0.8087 |
| 0.0148 | 301.0003 | 52722 | 49.4335 | 0.9205 | 0.8083 |
| 0.0157 | 302.0003 | 52896 | 50.3780 | 0.9183 | 0.8124 |
| 0.0134 | 303.0003 | 53070 | 47.6538 | 0.9207 | 0.8102 |
| 0.0143 | 304.0003 | 53244 | 46.0681 | 0.9209 | 0.8126 |
| 0.0163 | 305.0003 | 53418 | 48.9220 | 0.9213 | 0.8106 |
| 0.0146 | 306.0003 | 53592 | 51.5249 | 0.9204 | 0.8137 |
| 0.0136 | 307.0003 | 53766 | 45.6814 | 0.9178 | 0.8120 |
| 0.0164 | 308.0003 | 53940 | 52.3002 | 0.9225 | 0.8137 |
| 0.0146 | 309.0003 | 54114 | 46.8648 | 0.9212 | 0.8149 |
| 0.0136 | 310.0003 | 54288 | 48.7125 | 0.9200 | 0.8128 |
| 0.0179 | 311.0003 | 54462 | 41.3506 | 0.9209 | 0.8171 |
| 0.0124 | 312.0003 | 54636 | 51.8990 | 0.9192 | 0.8096 |
| 0.0132 | 313.0003 | 54810 | 47.2966 | 0.9191 | 0.8106 |
| 0.0132 | 314.0003 | 54984 | 45.8575 | 0.9188 | 0.8086 |
| 0.013 | 315.0002 | 55158 | 49.4688 | 0.9204 | 0.8143 |
| 0.0144 | 316.0002 | 55332 | 57.6538 | 0.9217 | 0.8180 |
| 0.0131 | 317.0002 | 55506 | 44.4522 | 0.9206 | 0.8119 |
| 0.0133 | 318.0002 | 55680 | 43.5448 | 0.9194 | 0.8086 |
| 0.0155 | 319.0002 | 55854 | 48.6718 | 0.9190 | 0.8133 |
| 0.0116 | 320.0002 | 56028 | 45.8694 | 0.9204 | 0.8154 |
| 0.014 | 321.0002 | 56202 | 47.1119 | 0.9202 | 0.8185 |
| 0.0121 | 322.0002 | 56376 | 48.6683 | 0.9225 | 0.8147 |
| 0.0162 | 323.0002 | 56550 | 45.9671 | 0.9198 | 0.8160 |
| 0.0122 | 324.0002 | 56724 | 41.4543 | 0.9170 | 0.8052 |
| 0.0136 | 325.0002 | 56898 | 54.9324 | 0.9192 | 0.8120 |
| 0.0136 | 326.0002 | 57072 | 47.6662 | 0.9178 | 0.8088 |
| 0.0156 | 327.0002 | 57246 | 44.9812 | 0.9210 | 0.8148 |
| 0.0119 | 328.0001 | 57420 | 50.5898 | 0.9224 | 0.8182 |
| 0.0109 | 329.0001 | 57594 | 41.1393 | 0.9233 | 0.8167 |
| 0.0119 | 330.0001 | 57768 | 42.6528 | 0.9230 | 0.8160 |
| 0.0121 | 331.0001 | 57942 | 52.7989 | 0.9229 | 0.8188 |
| 0.0179 | 332.0001 | 58116 | 43.9294 | 0.9229 | 0.8172 |
| 0.0118 | 333.0001 | 58290 | 39.4643 | 0.9252 | 0.8229 |
| 0.0115 | 334.0001 | 58464 | 40.9815 | 0.9223 | 0.8158 |
| 0.0109 | 335.0001 | 58638 | 48.3108 | 0.9183 | 0.8132 |
| 0.0112 | 336.0001 | 58812 | 48.5857 | 0.9215 | 0.8171 |
| 0.0106 | 337.0001 | 58986 | 36.4734 | 0.9212 | 0.8189 |
| 0.0102 | 338.0001 | 59160 | 43.8731 | 0.9225 | 0.8174 |
| 0.011 | 339.0001 | 59334 | 40.7358 | 0.9185 | 0.8114 |
| 0.0104 | 340.0001 | 59508 | 46.0921 | 0.9206 | 0.8154 |
| 0.0098 | 341.0001 | 59682 | 50.6993 | 0.9219 | 0.8208 |
| 0.0107 | 342.0000 | 59856 | 52.0383 | 0.9201 | 0.8135 |
| 0.01 | 343.0000 | 60030 | 43.7557 | 0.9223 | 0.8197 |
| 0.0115 | 344.0000 | 60204 | 52.4058 | 0.9191 | 0.8140 |
| 0.0117 | 345.0000 | 60378 | 41.0957 | 0.9193 | 0.8144 |
| 0.0119 | 346.0000 | 60552 | 44.4985 | 0.9221 | 0.8223 |
| 0.014 | 347.0000 | 60726 | 48.4668 | 0.9232 | 0.8130 |
| 0.0116 | 347.0013 | 60900 | 45.1996 | 0.9208 | 0.8205 |
| 0.01 | 348.0013 | 61074 | 44.5869 | 0.9202 | 0.8174 |
| 0.0106 | 349.0013 | 61248 | 44.1820 | 0.9226 | 0.8207 |
| 0.0136 | 350.0013 | 61422 | 42.0940 | 0.9234 | 0.8225 |
| 0.0097 | 351.0013 | 61596 | 40.7979 | 0.9213 | 0.8169 |
| 0.0094 | 352.0013 | 61770 | 40.2062 | 0.9218 | 0.8173 |
### Framework versions
- Transformers 4.46.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.20.1
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