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library_name: transformers
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: ht-stmini-cls-v6_ftis_noPretrain-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-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: 1.1485
- Accuracy: 0.9025
- Macro F1: 0.7255
## 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 |
|:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
| 9063.9769 | 0.0013 | 174 | 7460.4956 | 0.0634 | 0.0283 |
| 5274.3562 | 1.0013 | 348 | 3067.6414 | 0.0701 | 0.0296 |
| 3046.9587 | 2.0013 | 522 | 804.8876 | 0.0901 | 0.0326 |
| 637.8707 | 3.0013 | 696 | 164.9158 | 0.3548 | 0.0656 |
| 149.6874 | 4.0013 | 870 | 138.7154 | 0.3946 | 0.0715 |
| 77.587 | 5.0013 | 1044 | 175.8178 | 0.4371 | 0.0887 |
| 43.4395 | 6.0012 | 1218 | 164.5559 | 0.4439 | 0.0917 |
| 29.3714 | 7.0012 | 1392 | 211.1914 | 0.4410 | 0.0959 |
| 18.3345 | 8.0012 | 1566 | 208.0910 | 0.4477 | 0.0849 |
| 13.1787 | 9.0012 | 1740 | 213.0896 | 0.4499 | 0.0888 |
| 13.0906 | 10.0012 | 1914 | 187.9427 | 0.4629 | 0.1011 |
| 9.3124 | 11.0012 | 2088 | 151.7391 | 0.4662 | 0.1023 |
| 8.7453 | 12.0012 | 2262 | 141.7345 | 0.4633 | 0.0948 |
| 8.0521 | 13.0012 | 2436 | 136.5543 | 0.4536 | 0.0976 |
| 6.8338 | 14.0012 | 2610 | 120.6881 | 0.4755 | 0.1080 |
| 6.4122 | 15.0012 | 2784 | 110.4219 | 0.4703 | 0.1072 |
| 5.4998 | 16.0012 | 2958 | 112.5063 | 0.4851 | 0.1109 |
| 4.8518 | 17.0012 | 3132 | 109.5932 | 0.4906 | 0.1119 |
| 4.3628 | 18.0012 | 3306 | 97.7057 | 0.5004 | 0.1138 |
| 4.1567 | 19.0012 | 3480 | 89.6593 | 0.5322 | 0.1229 |
| 3.6071 | 20.0011 | 3654 | 79.2547 | 0.5507 | 0.1311 |
| 3.4227 | 21.0011 | 3828 | 78.4896 | 0.5676 | 0.1345 |
| 3.316 | 22.0011 | 4002 | 69.3014 | 0.5569 | 0.1343 |
| 3.2479 | 23.0011 | 4176 | 59.7008 | 0.5899 | 0.1413 |
| 3.0503 | 24.0011 | 4350 | 54.0349 | 0.5833 | 0.1400 |
| 2.9383 | 25.0011 | 4524 | 46.9165 | 0.5923 | 0.1422 |
| 2.8039 | 26.0011 | 4698 | 41.3414 | 0.6017 | 0.1456 |
| 2.7997 | 27.0011 | 4872 | 40.0701 | 0.5946 | 0.1442 |
| 2.6546 | 28.0011 | 5046 | 36.6450 | 0.5928 | 0.1443 |
| 2.7537 | 29.0011 | 5220 | 35.2208 | 0.5638 | 0.1384 |
| 2.5617 | 30.0011 | 5394 | 29.3835 | 0.5998 | 0.1463 |
| 2.6132 | 31.0011 | 5568 | 27.6022 | 0.6006 | 0.1511 |
| 2.6873 | 32.0011 | 5742 | 33.2135 | 0.6050 | 0.1516 |
| 2.5068 | 33.0010 | 5916 | 27.9547 | 0.5938 | 0.1480 |
| 2.4814 | 34.0010 | 6090 | 29.6383 | 0.6007 | 0.1537 |
| 2.4155 | 35.0010 | 6264 | 22.8683 | 0.6061 | 0.1503 |
| 2.4618 | 36.0010 | 6438 | 24.7089 | 0.5858 | 0.1531 |
| 2.4256 | 37.0010 | 6612 | 24.4196 | 0.6110 | 0.1553 |
| 2.4613 | 38.0010 | 6786 | 24.0345 | 0.6177 | 0.1628 |
| 2.457 | 39.0010 | 6960 | 23.6759 | 0.6230 | 0.1695 |
| 2.358 | 40.0010 | 7134 | 22.2289 | 0.6005 | 0.1642 |
| 2.3978 | 41.0010 | 7308 | 21.1909 | 0.6185 | 0.1733 |
| 2.359 | 42.0010 | 7482 | 15.7577 | 0.6412 | 0.1841 |
| 2.2871 | 43.0010 | 7656 | 18.4562 | 0.6234 | 0.1740 |
| 2.1736 | 44.0010 | 7830 | 17.1591 | 0.6568 | 0.1962 |
| 2.2511 | 45.0010 | 8004 | 15.8332 | 0.6343 | 0.1820 |
| 2.1073 | 46.0010 | 8178 | 17.2304 | 0.6836 | 0.2181 |
| 2.1091 | 47.0009 | 8352 | 14.1299 | 0.6635 | 0.2154 |
| 2.0417 | 48.0009 | 8526 | 14.6727 | 0.6746 | 0.2256 |
| 1.8616 | 49.0009 | 8700 | 14.8234 | 0.6824 | 0.2521 |
| 1.8959 | 50.0009 | 8874 | 14.0476 | 0.7095 | 0.2538 |
| 2.003 | 51.0009 | 9048 | 16.0353 | 0.6939 | 0.2561 |
| 1.8419 | 52.0009 | 9222 | 18.8682 | 0.7073 | 0.2448 |
| 1.6626 | 53.0009 | 9396 | 13.6740 | 0.7162 | 0.2833 |
| 1.7805 | 54.0009 | 9570 | 13.3829 | 0.7260 | 0.3034 |
| 1.6222 | 55.0009 | 9744 | 12.4160 | 0.7195 | 0.2923 |
| 1.6009 | 56.0009 | 9918 | 13.3020 | 0.7332 | 0.3222 |
| 1.4431 | 57.0009 | 10092 | 12.9193 | 0.7359 | 0.3297 |
| 2.0074 | 58.0009 | 10266 | 14.7946 | 0.7008 | 0.2251 |
| 1.6788 | 59.0009 | 10440 | 19.6044 | 0.7244 | 0.2962 |
| 1.5217 | 60.0008 | 10614 | 22.4960 | 0.7455 | 0.3460 |
| 1.5455 | 61.0008 | 10788 | 19.2463 | 0.7564 | 0.3631 |
| 1.423 | 62.0008 | 10962 | 19.5390 | 0.7561 | 0.3698 |
| 1.4501 | 63.0008 | 11136 | 20.4325 | 0.7600 | 0.3820 |
| 1.3292 | 64.0008 | 11310 | 18.1078 | 0.7754 | 0.4069 |
| 1.2438 | 65.0008 | 11484 | 20.2136 | 0.7547 | 0.3958 |
| 1.2075 | 66.0008 | 11658 | 15.6920 | 0.7776 | 0.4238 |
| 1.2944 | 67.0008 | 11832 | 15.0904 | 0.7750 | 0.4216 |
| 1.1054 | 68.0008 | 12006 | 16.9798 | 0.7831 | 0.4308 |
| 1.1082 | 69.0008 | 12180 | 17.0564 | 0.7553 | 0.4039 |
| 1.0792 | 70.0008 | 12354 | 16.2257 | 0.7749 | 0.4271 |
| 1.139 | 71.0008 | 12528 | 16.2116 | 0.7830 | 0.4462 |
| 1.2648 | 72.0008 | 12702 | 15.4188 | 0.7790 | 0.4409 |
| 1.0739 | 73.0007 | 12876 | 16.6139 | 0.7570 | 0.4254 |
| 1.127 | 74.0007 | 13050 | 12.5900 | 0.7944 | 0.4707 |
| 0.9751 | 75.0007 | 13224 | 14.2307 | 0.7900 | 0.4719 |
| 1.0373 | 76.0007 | 13398 | 14.4636 | 0.7768 | 0.4522 |
| 0.9867 | 77.0007 | 13572 | 13.7303 | 0.7747 | 0.4582 |
| 0.9968 | 78.0007 | 13746 | 13.6887 | 0.7978 | 0.4894 |
| 0.9571 | 79.0007 | 13920 | 12.1585 | 0.7763 | 0.4582 |
| 1.1128 | 80.0007 | 14094 | 15.5111 | 0.7993 | 0.4885 |
| 0.9623 | 81.0007 | 14268 | 14.5186 | 0.8081 | 0.5008 |
| 0.9306 | 82.0007 | 14442 | 15.9549 | 0.8081 | 0.5067 |
| 0.8716 | 83.0007 | 14616 | 14.4529 | 0.8029 | 0.5030 |
| 0.8576 | 84.0007 | 14790 | 15.7963 | 0.8054 | 0.4876 |
| 0.8619 | 85.0007 | 14964 | 15.4201 | 0.8024 | 0.5161 |
| 0.8677 | 86.0007 | 15138 | 12.8947 | 0.8065 | 0.5027 |
| 0.8076 | 87.0006 | 15312 | 13.4891 | 0.8063 | 0.5119 |
| 0.7854 | 88.0006 | 15486 | 11.9681 | 0.8060 | 0.5193 |
| 0.7866 | 89.0006 | 15660 | 10.7520 | 0.7978 | 0.5003 |
| 1.1576 | 90.0006 | 15834 | 8.7038 | 0.7992 | 0.5001 |
| 0.8935 | 91.0006 | 16008 | 12.0745 | 0.8157 | 0.5295 |
| 0.9052 | 92.0006 | 16182 | 12.5773 | 0.8130 | 0.5280 |
| 0.7564 | 93.0006 | 16356 | 12.3016 | 0.8179 | 0.5420 |
| 0.7178 | 94.0006 | 16530 | 13.9403 | 0.8178 | 0.5295 |
| 0.9098 | 95.0006 | 16704 | 16.0548 | 0.8106 | 0.5138 |
| 0.8018 | 96.0006 | 16878 | 12.7723 | 0.8203 | 0.5434 |
| 0.7442 | 97.0006 | 17052 | 13.8909 | 0.8200 | 0.5404 |
| 0.6573 | 98.0006 | 17226 | 11.9102 | 0.8245 | 0.5446 |
| 0.805 | 99.0006 | 17400 | 6.5993 | 0.8136 | 0.5215 |
| 0.7344 | 100.0005 | 17574 | 12.1828 | 0.8256 | 0.5511 |
| 0.7492 | 101.0005 | 17748 | 11.3858 | 0.8221 | 0.5481 |
| 0.6661 | 102.0005 | 17922 | 11.0425 | 0.8187 | 0.5478 |
| 0.6454 | 103.0005 | 18096 | 10.6641 | 0.8262 | 0.5511 |
| 0.7016 | 104.0005 | 18270 | 11.4453 | 0.8207 | 0.5375 |
| 0.7043 | 105.0005 | 18444 | 8.0564 | 0.8210 | 0.5433 |
| 0.6428 | 106.0005 | 18618 | 10.4933 | 0.8321 | 0.5667 |
| 0.6573 | 107.0005 | 18792 | 12.6178 | 0.7942 | 0.5174 |
| 0.6156 | 108.0005 | 18966 | 12.3796 | 0.8270 | 0.5611 |
| 0.6233 | 109.0005 | 19140 | 11.4897 | 0.8288 | 0.5562 |
| 0.6007 | 110.0005 | 19314 | 14.2668 | 0.8338 | 0.5678 |
| 0.6496 | 111.0005 | 19488 | 11.7101 | 0.8377 | 0.5706 |
| 0.5638 | 112.0005 | 19662 | 11.6222 | 0.8269 | 0.5526 |
| 0.5584 | 113.0005 | 19836 | 9.9456 | 0.8371 | 0.5697 |
| 0.5946 | 114.0004 | 20010 | 10.1763 | 0.8226 | 0.5622 |
| 0.5898 | 115.0004 | 20184 | 10.6101 | 0.8322 | 0.5736 |
| 0.5463 | 116.0004 | 20358 | 10.7593 | 0.8342 | 0.5765 |
| 0.5879 | 117.0004 | 20532 | 12.2808 | 0.8356 | 0.5703 |
| 0.5655 | 118.0004 | 20706 | 12.5616 | 0.8388 | 0.5786 |
| 0.6316 | 119.0004 | 20880 | 12.5009 | 0.8375 | 0.5801 |
| 0.5443 | 120.0004 | 21054 | 11.5212 | 0.8330 | 0.5647 |
| 0.4701 | 121.0004 | 21228 | 11.0561 | 0.8441 | 0.5807 |
| 0.537 | 122.0004 | 21402 | 13.7783 | 0.8369 | 0.5688 |
| 0.4694 | 123.0004 | 21576 | 10.4786 | 0.8454 | 0.5900 |
| 0.493 | 124.0004 | 21750 | 10.6332 | 0.8394 | 0.5840 |
| 0.4444 | 125.0004 | 21924 | 10.6344 | 0.8364 | 0.5815 |
| 0.6199 | 126.0004 | 22098 | 14.6730 | 0.8481 | 0.5935 |
| 0.6057 | 127.0003 | 22272 | 13.4446 | 0.8439 | 0.5906 |
| 0.4949 | 128.0003 | 22446 | 12.0232 | 0.8400 | 0.5849 |
| 0.4414 | 129.0003 | 22620 | 10.5329 | 0.8402 | 0.5847 |
| 0.4897 | 130.0003 | 22794 | 9.1551 | 0.8476 | 0.5965 |
| 0.4531 | 131.0003 | 22968 | 9.7573 | 0.8442 | 0.5955 |
| 0.7964 | 132.0003 | 23142 | 9.4786 | 0.8366 | 0.5757 |
| 0.5407 | 133.0003 | 23316 | 10.3612 | 0.8483 | 0.5955 |
| 0.5578 | 134.0003 | 23490 | 9.5040 | 0.8310 | 0.5794 |
| 0.3978 | 135.0003 | 23664 | 9.8310 | 0.8541 | 0.6080 |
| 0.5281 | 136.0003 | 23838 | 9.7351 | 0.8507 | 0.6030 |
| 0.4405 | 137.0003 | 24012 | 8.7155 | 0.8531 | 0.6058 |
| 0.4649 | 138.0003 | 24186 | 10.8164 | 0.8442 | 0.5895 |
| 0.4539 | 139.0003 | 24360 | 9.6849 | 0.8490 | 0.6080 |
| 0.4501 | 140.0003 | 24534 | 7.9621 | 0.8453 | 0.5982 |
| 0.4089 | 141.0002 | 24708 | 8.2597 | 0.8520 | 0.6115 |
| 0.3451 | 142.0002 | 24882 | 8.7596 | 0.8547 | 0.6129 |
| 0.3344 | 143.0002 | 25056 | 8.5327 | 0.8540 | 0.6134 |
| 0.553 | 144.0002 | 25230 | 3.4517 | 0.8255 | 0.5338 |
| 0.5127 | 145.0002 | 25404 | 5.9314 | 0.8485 | 0.6030 |
| 0.4275 | 146.0002 | 25578 | 6.7567 | 0.8538 | 0.6164 |
| 0.3549 | 147.0002 | 25752 | 7.2178 | 0.8544 | 0.6180 |
| 0.4353 | 148.0002 | 25926 | 6.8616 | 0.8556 | 0.6193 |
| 0.3477 | 149.0002 | 26100 | 6.8243 | 0.8555 | 0.6211 |
| 0.3248 | 150.0002 | 26274 | 7.1503 | 0.8511 | 0.6126 |
| 0.3573 | 151.0002 | 26448 | 6.8496 | 0.8569 | 0.6221 |
| 0.3801 | 152.0002 | 26622 | 6.4565 | 0.8550 | 0.6201 |
| 0.31 | 153.0002 | 26796 | 7.2311 | 0.8525 | 0.6184 |
| 0.4055 | 154.0001 | 26970 | 6.0827 | 0.8523 | 0.6201 |
| 0.3299 | 155.0001 | 27144 | 6.3565 | 0.8544 | 0.6188 |
| 0.34 | 156.0001 | 27318 | 6.1611 | 0.8555 | 0.6254 |
| 0.3839 | 157.0001 | 27492 | 6.5963 | 0.8578 | 0.6225 |
| 0.4156 | 158.0001 | 27666 | 5.0570 | 0.8511 | 0.6137 |
| 0.3452 | 159.0001 | 27840 | 5.7934 | 0.8416 | 0.5900 |
| 0.3247 | 160.0001 | 28014 | 6.0372 | 0.8526 | 0.6148 |
| 0.3458 | 161.0001 | 28188 | 6.8397 | 0.8595 | 0.6260 |
| 0.3106 | 162.0001 | 28362 | 6.7712 | 0.8570 | 0.6245 |
| 0.3271 | 163.0001 | 28536 | 6.5956 | 0.8594 | 0.6293 |
| 0.3383 | 164.0001 | 28710 | 6.2867 | 0.8600 | 0.6262 |
| 0.3404 | 165.0001 | 28884 | 6.1735 | 0.8607 | 0.6301 |
| 0.2643 | 166.0001 | 29058 | 4.9236 | 0.8599 | 0.6303 |
| 0.2768 | 167.0001 | 29232 | 4.5342 | 0.8602 | 0.6328 |
| 0.4531 | 168.0000 | 29406 | 4.2262 | 0.8529 | 0.6241 |
| 0.3136 | 169.0000 | 29580 | 4.4217 | 0.8589 | 0.6298 |
| 0.369 | 170.0000 | 29754 | 4.1586 | 0.8608 | 0.6286 |
| 0.2799 | 171.0000 | 29928 | 3.7740 | 0.8623 | 0.6271 |
| 0.2697 | 172.0000 | 30102 | 4.1080 | 0.8567 | 0.6284 |
| 0.3533 | 173.0000 | 30276 | 5.6948 | 0.8597 | 0.6318 |
| 0.3267 | 173.0013 | 30450 | 5.0195 | 0.8602 | 0.6296 |
| 0.2715 | 174.0013 | 30624 | 4.6479 | 0.8633 | 0.6379 |
| 0.3065 | 175.0013 | 30798 | 4.2122 | 0.8662 | 0.6408 |
| 0.2456 | 176.0013 | 30972 | 3.8362 | 0.8649 | 0.6425 |
| 0.3271 | 177.0013 | 31146 | 4.0016 | 0.8650 | 0.6389 |
| 0.2917 | 178.0013 | 31320 | 4.5706 | 0.8614 | 0.6381 |
| 0.2942 | 179.0013 | 31494 | 4.4152 | 0.8643 | 0.6399 |
| 0.2604 | 180.0012 | 31668 | 4.2078 | 0.8670 | 0.6430 |
| 0.2817 | 181.0012 | 31842 | 3.3371 | 0.8636 | 0.6389 |
| 0.4657 | 182.0012 | 32016 | 11.4033 | 0.8581 | 0.6260 |
| 0.3708 | 183.0012 | 32190 | 6.4548 | 0.8600 | 0.6310 |
| 0.3909 | 184.0012 | 32364 | 5.2220 | 0.8525 | 0.6283 |
| 0.3134 | 185.0012 | 32538 | 5.1952 | 0.8648 | 0.6413 |
| 0.2601 | 186.0012 | 32712 | 4.6727 | 0.8673 | 0.6453 |
| 0.2015 | 187.0012 | 32886 | 4.6022 | 0.8676 | 0.6437 |
| 0.2591 | 188.0012 | 33060 | 4.0850 | 0.8665 | 0.6481 |
| 0.2496 | 189.0012 | 33234 | 4.2169 | 0.8654 | 0.6390 |
| 0.2217 | 190.0012 | 33408 | 3.9366 | 0.8676 | 0.6462 |
| 0.3994 | 191.0012 | 33582 | 4.5487 | 0.8580 | 0.6295 |
| 0.5963 | 192.0012 | 33756 | 3.6429 | 0.8428 | 0.6010 |
| 0.3042 | 193.0012 | 33930 | 3.2782 | 0.8662 | 0.6420 |
| 0.2818 | 194.0011 | 34104 | 4.0609 | 0.8681 | 0.6453 |
| 0.2412 | 195.0011 | 34278 | 3.9028 | 0.8649 | 0.6423 |
| 0.2443 | 196.0011 | 34452 | 3.7107 | 0.8685 | 0.6512 |
| 0.2258 | 197.0011 | 34626 | 3.5195 | 0.8703 | 0.6511 |
| 0.2228 | 198.0011 | 34800 | 3.2900 | 0.8679 | 0.6483 |
| 0.2366 | 199.0011 | 34974 | 3.3586 | 0.8624 | 0.6503 |
| 0.2365 | 200.0011 | 35148 | 3.0656 | 0.8707 | 0.6536 |
| 0.2687 | 201.0011 | 35322 | 2.9254 | 0.8701 | 0.6493 |
| 0.2387 | 202.0011 | 35496 | 2.9994 | 0.8673 | 0.6530 |
| 0.228 | 203.0011 | 35670 | 3.4954 | 0.8579 | 0.6351 |
| 0.256 | 204.0011 | 35844 | 2.5774 | 0.8693 | 0.6536 |
| 0.2153 | 205.0011 | 36018 | 2.5170 | 0.8725 | 0.6547 |
| 0.2071 | 206.0011 | 36192 | 2.7074 | 0.8742 | 0.6583 |
| 0.2213 | 207.0010 | 36366 | 2.7717 | 0.8741 | 0.6589 |
| 0.2746 | 208.0010 | 36540 | 3.3100 | 0.8722 | 0.6479 |
| 0.2555 | 209.0010 | 36714 | 3.1032 | 0.8758 | 0.6585 |
| 0.1991 | 210.0010 | 36888 | 3.4403 | 0.8711 | 0.6539 |
| 0.224 | 211.0010 | 37062 | 3.1940 | 0.8701 | 0.6457 |
| 0.2318 | 212.0010 | 37236 | 3.0912 | 0.8742 | 0.6549 |
| 0.214 | 213.0010 | 37410 | 2.7279 | 0.8769 | 0.6650 |
| 0.2486 | 214.0010 | 37584 | 2.6118 | 0.8718 | 0.6572 |
| 0.2309 | 215.0010 | 37758 | 2.4740 | 0.8713 | 0.6556 |
| 0.2104 | 216.0010 | 37932 | 2.4357 | 0.8757 | 0.6651 |
| 0.2043 | 217.0010 | 38106 | 2.5546 | 0.8740 | 0.6616 |
| 0.2187 | 218.0010 | 38280 | 2.2833 | 0.8739 | 0.6624 |
| 0.2946 | 219.0010 | 38454 | 2.3107 | 0.8703 | 0.6559 |
| 0.1762 | 220.0010 | 38628 | 2.2063 | 0.8768 | 0.6660 |
| 0.1803 | 221.0009 | 38802 | 2.1648 | 0.8749 | 0.6675 |
| 0.3054 | 222.0009 | 38976 | 2.1916 | 0.8659 | 0.6321 |
| 0.2872 | 223.0009 | 39150 | 2.0819 | 0.8740 | 0.6561 |
| 0.2549 | 224.0009 | 39324 | 2.0012 | 0.8738 | 0.6624 |
| 0.2097 | 225.0009 | 39498 | 2.0708 | 0.8776 | 0.6626 |
| 0.1778 | 226.0009 | 39672 | 2.3421 | 0.8780 | 0.6635 |
| 0.1918 | 227.0009 | 39846 | 2.1748 | 0.8785 | 0.6678 |
| 0.2721 | 228.0009 | 40020 | 2.2885 | 0.8718 | 0.6605 |
| 0.2544 | 229.0009 | 40194 | 2.1132 | 0.8787 | 0.6682 |
| 0.1885 | 230.0009 | 40368 | 2.1258 | 0.8783 | 0.6716 |
| 0.2577 | 231.0009 | 40542 | 2.0452 | 0.8795 | 0.6704 |
| 0.2559 | 232.0009 | 40716 | 2.0990 | 0.8799 | 0.6707 |
| 0.1775 | 233.0009 | 40890 | 2.1890 | 0.8783 | 0.6717 |
| 0.1837 | 234.0008 | 41064 | 1.8737 | 0.8810 | 0.6739 |
| 0.2526 | 235.0008 | 41238 | 1.8247 | 0.8812 | 0.6755 |
| 0.2094 | 236.0008 | 41412 | 1.8775 | 0.8787 | 0.6696 |
| 0.173 | 237.0008 | 41586 | 1.8908 | 0.8789 | 0.6723 |
| 0.1739 | 238.0008 | 41760 | 1.8188 | 0.8798 | 0.6702 |
| 0.2387 | 239.0008 | 41934 | 2.4599 | 0.8793 | 0.6689 |
| 0.2069 | 240.0008 | 42108 | 2.0130 | 0.8792 | 0.6706 |
| 0.1593 | 241.0008 | 42282 | 2.0353 | 0.8786 | 0.6703 |
| 0.1792 | 242.0008 | 42456 | 1.8328 | 0.8774 | 0.6703 |
| 0.1916 | 243.0008 | 42630 | 1.7857 | 0.8782 | 0.6688 |
| 0.1461 | 244.0008 | 42804 | 1.6520 | 0.8814 | 0.6759 |
| 0.1672 | 245.0008 | 42978 | 1.8272 | 0.8797 | 0.6732 |
| 0.192 | 246.0008 | 43152 | 1.8044 | 0.8795 | 0.6715 |
| 0.1725 | 247.0007 | 43326 | 1.7516 | 0.8807 | 0.6761 |
| 0.2133 | 248.0007 | 43500 | 1.6619 | 0.8806 | 0.6732 |
| 0.2043 | 249.0007 | 43674 | 1.6360 | 0.8801 | 0.6708 |
| 0.142 | 250.0007 | 43848 | 1.6450 | 0.8823 | 0.6758 |
| 0.1655 | 251.0007 | 44022 | 1.8628 | 0.8674 | 0.6620 |
| 0.5894 | 252.0007 | 44196 | 2.7440 | 0.8769 | 0.6663 |
| 0.2397 | 253.0007 | 44370 | 2.1902 | 0.8809 | 0.6713 |
| 0.1939 | 254.0007 | 44544 | 2.0596 | 0.8827 | 0.6781 |
| 0.2093 | 255.0007 | 44718 | 1.8934 | 0.8831 | 0.6830 |
| 0.1489 | 256.0007 | 44892 | 1.8673 | 0.8848 | 0.6836 |
| 0.2065 | 257.0007 | 45066 | 1.8263 | 0.8846 | 0.6842 |
| 0.1698 | 258.0007 | 45240 | 1.7326 | 0.8852 | 0.6813 |
| 0.1953 | 259.0007 | 45414 | 1.6492 | 0.8839 | 0.6812 |
| 0.1662 | 260.0007 | 45588 | 1.7022 | 0.8856 | 0.6847 |
| 0.1715 | 261.0006 | 45762 | 1.6811 | 0.8835 | 0.6817 |
| 0.1405 | 262.0006 | 45936 | 1.5713 | 0.8840 | 0.6819 |
| 0.1516 | 263.0006 | 46110 | 1.6677 | 0.8843 | 0.6816 |
| 0.1529 | 264.0006 | 46284 | 1.6880 | 0.8855 | 0.6832 |
| 0.161 | 265.0006 | 46458 | 1.6802 | 0.8831 | 0.6790 |
| 0.1928 | 266.0006 | 46632 | 1.4846 | 0.8833 | 0.6825 |
| 0.1657 | 267.0006 | 46806 | 1.6185 | 0.8826 | 0.6819 |
| 0.1458 | 268.0006 | 46980 | 1.7232 | 0.8820 | 0.6819 |
| 0.1648 | 269.0006 | 47154 | 1.4613 | 0.8866 | 0.6846 |
| 0.1766 | 270.0006 | 47328 | 1.5113 | 0.8821 | 0.6797 |
| 0.1662 | 271.0006 | 47502 | 1.4094 | 0.8833 | 0.6837 |
| 0.2681 | 272.0006 | 47676 | 1.6745 | 0.8785 | 0.6745 |
| 0.1545 | 273.0006 | 47850 | 1.5867 | 0.8850 | 0.6842 |
| 0.1587 | 274.0005 | 48024 | 1.5197 | 0.8847 | 0.6891 |
| 0.1325 | 275.0005 | 48198 | 1.4900 | 0.8862 | 0.6868 |
| 0.1317 | 276.0005 | 48372 | 1.4100 | 0.8867 | 0.6887 |
| 0.1332 | 277.0005 | 48546 | 1.5640 | 0.8849 | 0.6862 |
| 0.1403 | 278.0005 | 48720 | 1.5209 | 0.8853 | 0.6881 |
| 0.1848 | 279.0005 | 48894 | 1.4914 | 0.8839 | 0.6836 |
| 0.1828 | 280.0005 | 49068 | 1.4887 | 0.8844 | 0.6868 |
| 0.1533 | 281.0005 | 49242 | 1.4823 | 0.8878 | 0.6881 |
| 0.1301 | 282.0005 | 49416 | 1.4821 | 0.8838 | 0.6824 |
| 0.1428 | 283.0005 | 49590 | 1.7153 | 0.8729 | 0.6694 |
| 0.1468 | 284.0005 | 49764 | 1.4758 | 0.8844 | 0.6853 |
| 0.1663 | 285.0005 | 49938 | 1.5358 | 0.8861 | 0.6883 |
| 0.1375 | 286.0005 | 50112 | 1.3686 | 0.8855 | 0.6887 |
| 0.1321 | 287.0005 | 50286 | 1.4410 | 0.8846 | 0.6857 |
| 0.1391 | 288.0004 | 50460 | 1.4543 | 0.8829 | 0.6853 |
| 0.1537 | 289.0004 | 50634 | 1.3885 | 0.8878 | 0.6909 |
| 0.1781 | 290.0004 | 50808 | 1.5092 | 0.8843 | 0.6886 |
| 0.1431 | 291.0004 | 50982 | 2.2822 | 0.8529 | 0.6507 |
| 0.2525 | 292.0004 | 51156 | 1.8542 | 0.8800 | 0.6744 |
| 0.1577 | 293.0004 | 51330 | 1.3613 | 0.8912 | 0.6951 |
| 0.1417 | 294.0004 | 51504 | 1.4194 | 0.8903 | 0.6931 |
| 0.18 | 295.0004 | 51678 | 1.4492 | 0.8894 | 0.6963 |
| 0.1303 | 296.0004 | 51852 | 1.4295 | 0.8890 | 0.6926 |
| 0.1275 | 297.0004 | 52026 | 1.5313 | 0.8907 | 0.6963 |
| 0.1266 | 298.0004 | 52200 | 1.4561 | 0.8916 | 0.6955 |
| 0.1564 | 299.0004 | 52374 | 1.4782 | 0.8908 | 0.6934 |
| 0.1437 | 300.0004 | 52548 | 1.4331 | 0.8915 | 0.6964 |
| 0.1736 | 301.0003 | 52722 | 1.4573 | 0.8890 | 0.6952 |
| 0.1113 | 302.0003 | 52896 | 1.5136 | 0.8887 | 0.6938 |
| 0.1185 | 303.0003 | 53070 | 1.4706 | 0.8892 | 0.6936 |
| 0.1038 | 304.0003 | 53244 | 1.4008 | 0.8905 | 0.6937 |
| 0.1197 | 305.0003 | 53418 | 1.4364 | 0.8894 | 0.6939 |
| 0.1493 | 306.0003 | 53592 | 1.3574 | 0.8909 | 0.6970 |
| 0.1404 | 307.0003 | 53766 | 1.4234 | 0.8907 | 0.6956 |
| 0.1522 | 308.0003 | 53940 | 1.3188 | 0.8930 | 0.6971 |
| 0.1274 | 309.0003 | 54114 | 1.4140 | 0.8893 | 0.6940 |
| 0.1872 | 310.0003 | 54288 | 1.3112 | 0.8910 | 0.6949 |
| 0.1414 | 311.0003 | 54462 | 1.3824 | 0.8847 | 0.6905 |
| 0.2464 | 312.0003 | 54636 | 1.7413 | 0.8602 | 0.6391 |
| 0.252 | 313.0003 | 54810 | 1.4723 | 0.8671 | 0.6712 |
| 0.1587 | 314.0003 | 54984 | 1.1976 | 0.8905 | 0.6958 |
| 0.1681 | 315.0002 | 55158 | 1.2676 | 0.8845 | 0.6800 |
| 0.1486 | 316.0002 | 55332 | 1.2390 | 0.8888 | 0.6957 |
| 0.1319 | 317.0002 | 55506 | 1.3391 | 0.8918 | 0.6990 |
| 0.1281 | 318.0002 | 55680 | 1.3076 | 0.8917 | 0.6983 |
| 0.1787 | 319.0002 | 55854 | 1.3134 | 0.8886 | 0.6985 |
| 0.1257 | 320.0002 | 56028 | 1.3022 | 0.8930 | 0.6985 |
| 0.0998 | 321.0002 | 56202 | 1.3386 | 0.8930 | 0.7019 |
| 0.1082 | 322.0002 | 56376 | 1.2912 | 0.8913 | 0.6990 |
| 0.0886 | 323.0002 | 56550 | 1.2771 | 0.8932 | 0.7029 |
| 0.1222 | 324.0002 | 56724 | 1.2364 | 0.8936 | 0.7022 |
| 0.1202 | 325.0002 | 56898 | 1.3353 | 0.8912 | 0.6977 |
| 0.1871 | 326.0002 | 57072 | 1.2609 | 0.8908 | 0.6982 |
| 0.1369 | 327.0002 | 57246 | 1.4089 | 0.8830 | 0.6853 |
| 0.1267 | 328.0001 | 57420 | 1.1920 | 0.8954 | 0.7032 |
| 0.1239 | 329.0001 | 57594 | 1.2661 | 0.8945 | 0.7039 |
| 0.1437 | 330.0001 | 57768 | 1.1922 | 0.8929 | 0.6989 |
| 0.142 | 331.0001 | 57942 | 1.2924 | 0.8917 | 0.6965 |
| 0.1415 | 332.0001 | 58116 | 1.3052 | 0.8938 | 0.7027 |
| 0.1225 | 333.0001 | 58290 | 1.2835 | 0.8938 | 0.7062 |
| 0.1173 | 334.0001 | 58464 | 1.4640 | 0.8863 | 0.6905 |
| 0.1796 | 335.0001 | 58638 | 1.5652 | 0.8694 | 0.6700 |
| 0.1869 | 336.0001 | 58812 | 1.1649 | 0.8873 | 0.7000 |
| 0.1342 | 337.0001 | 58986 | 1.2245 | 0.8917 | 0.7014 |
| 0.1298 | 338.0001 | 59160 | 1.2303 | 0.8954 | 0.7053 |
| 0.1263 | 339.0001 | 59334 | 1.2439 | 0.8957 | 0.7048 |
| 0.129 | 340.0001 | 59508 | 1.2543 | 0.8922 | 0.7031 |
| 0.1028 | 341.0001 | 59682 | 1.7968 | 0.8381 | 0.6170 |
| 0.1173 | 342.0000 | 59856 | 1.3555 | 0.8953 | 0.6959 |
| 0.1903 | 343.0000 | 60030 | 1.1691 | 0.8951 | 0.6989 |
| 0.1437 | 344.0000 | 60204 | 1.2972 | 0.8951 | 0.7023 |
| 0.1538 | 345.0000 | 60378 | 1.1709 | 0.8978 | 0.7071 |
| 0.1107 | 346.0000 | 60552 | 1.1555 | 0.8971 | 0.7069 |
| 0.1033 | 347.0000 | 60726 | 1.2629 | 0.8967 | 0.7094 |
| 0.1315 | 347.0013 | 60900 | 1.2824 | 0.8943 | 0.7031 |
| 0.1267 | 348.0013 | 61074 | 1.1548 | 0.8964 | 0.7063 |
| 0.1391 | 349.0013 | 61248 | 1.1837 | 0.8965 | 0.7094 |
| 0.1294 | 350.0013 | 61422 | 1.1904 | 0.8952 | 0.7094 |
| 0.1237 | 351.0013 | 61596 | 1.3140 | 0.8920 | 0.7068 |
| 0.1081 | 352.0013 | 61770 | 1.1994 | 0.8949 | 0.7077 |
| 0.1196 | 353.0013 | 61944 | 1.1767 | 0.8957 | 0.7091 |
| 0.0804 | 354.0012 | 62118 | 1.2262 | 0.8970 | 0.7104 |
| 0.0864 | 355.0012 | 62292 | 1.2705 | 0.8950 | 0.7088 |
| 0.1786 | 356.0012 | 62466 | 1.3522 | 0.8902 | 0.7003 |
| 0.135 | 357.0012 | 62640 | 1.1159 | 0.8942 | 0.7048 |
| 0.1102 | 358.0012 | 62814 | 1.2208 | 0.8922 | 0.7027 |
| 0.181 | 359.0012 | 62988 | 1.1702 | 0.8957 | 0.7078 |
| 0.0893 | 360.0012 | 63162 | 1.2556 | 0.8948 | 0.7053 |
| 0.1198 | 361.0012 | 63336 | 1.1464 | 0.8949 | 0.7079 |
| 0.115 | 362.0012 | 63510 | 1.2321 | 0.8937 | 0.7062 |
| 0.1156 | 363.0012 | 63684 | 1.2093 | 0.8930 | 0.7075 |
| 0.1043 | 364.0012 | 63858 | 1.1978 | 0.8957 | 0.7087 |
| 0.0855 | 365.0012 | 64032 | 1.1516 | 0.8955 | 0.7109 |
| 0.0828 | 366.0012 | 64206 | 1.1898 | 0.8961 | 0.7096 |
| 0.0925 | 367.0012 | 64380 | 1.2249 | 0.8974 | 0.7119 |
| 0.1307 | 368.0011 | 64554 | 1.3228 | 0.8935 | 0.7061 |
| 0.1261 | 369.0011 | 64728 | 1.2560 | 0.8955 | 0.7066 |
| 0.1261 | 370.0011 | 64902 | 1.3165 | 0.8928 | 0.7019 |
| 0.0837 | 371.0011 | 65076 | 1.1153 | 0.8953 | 0.7100 |
| 0.1509 | 372.0011 | 65250 | 1.2156 | 0.8968 | 0.7122 |
| 0.0956 | 373.0011 | 65424 | 1.2497 | 0.8939 | 0.7107 |
| 0.1246 | 374.0011 | 65598 | 1.2057 | 0.8954 | 0.7083 |
| 0.1128 | 375.0011 | 65772 | 1.1951 | 0.8958 | 0.7116 |
| 0.0954 | 376.0011 | 65946 | 1.2156 | 0.8967 | 0.7144 |
| 0.1064 | 377.0011 | 66120 | 1.3368 | 0.8934 | 0.7038 |
| 0.1322 | 378.0011 | 66294 | 1.1924 | 0.8921 | 0.7032 |
| 0.1097 | 379.0011 | 66468 | 1.1625 | 0.8948 | 0.7117 |
| 0.1113 | 380.0011 | 66642 | 1.1893 | 0.8957 | 0.7127 |
| 0.1088 | 381.0010 | 66816 | 1.2376 | 0.8973 | 0.7147 |
| 0.0889 | 382.0010 | 66990 | 1.2362 | 0.8972 | 0.7139 |
| 0.0771 | 383.0010 | 67164 | 1.2745 | 0.8969 | 0.7117 |
| 0.0908 | 384.0010 | 67338 | 1.3461 | 0.8913 | 0.7026 |
| 0.106 | 385.0010 | 67512 | 1.3200 | 0.8937 | 0.7083 |
| 0.1267 | 386.0010 | 67686 | 1.1702 | 0.8986 | 0.7159 |
| 0.0896 | 387.0010 | 67860 | 1.1696 | 0.8991 | 0.7144 |
| 0.0729 | 388.0010 | 68034 | 1.2285 | 0.8992 | 0.7188 |
| 0.1233 | 389.0010 | 68208 | 1.2319 | 0.8949 | 0.7097 |
| 0.188 | 390.0010 | 68382 | 1.2234 | 0.8889 | 0.6959 |
| 0.1373 | 391.0010 | 68556 | 1.1261 | 0.8952 | 0.7060 |
| 0.1133 | 392.0010 | 68730 | 1.1703 | 0.8975 | 0.7157 |
| 0.1342 | 393.0010 | 68904 | 1.1728 | 0.8985 | 0.7193 |
| 0.1715 | 394.0010 | 69078 | 1.3000 | 0.8913 | 0.7034 |
| 0.1173 | 395.0009 | 69252 | 1.1391 | 0.8977 | 0.7118 |
| 0.1249 | 396.0009 | 69426 | 1.1177 | 0.8977 | 0.7139 |
| 0.0762 | 397.0009 | 69600 | 1.2210 | 0.8999 | 0.7179 |
| 0.1012 | 398.0009 | 69774 | 1.1312 | 0.9001 | 0.7203 |
| 0.0865 | 399.0009 | 69948 | 1.2682 | 0.8987 | 0.7174 |
| 0.0906 | 400.0009 | 70122 | 1.2211 | 0.8981 | 0.7156 |
| 0.1099 | 401.0009 | 70296 | 1.2372 | 0.8983 | 0.7177 |
| 0.1256 | 402.0009 | 70470 | 1.1252 | 0.8989 | 0.7104 |
| 0.0972 | 403.0009 | 70644 | 1.1406 | 0.8990 | 0.7172 |
| 0.0985 | 404.0009 | 70818 | 1.1834 | 0.8987 | 0.7169 |
| 0.1285 | 405.0009 | 70992 | 1.2079 | 0.8985 | 0.7173 |
| 0.1003 | 406.0009 | 71166 | 1.3124 | 0.8954 | 0.7089 |
| 0.1651 | 407.0009 | 71340 | 1.2985 | 0.8974 | 0.7106 |
| 0.0911 | 408.0008 | 71514 | 1.2633 | 0.9004 | 0.7184 |
| 0.0904 | 409.0008 | 71688 | 1.2437 | 0.9016 | 0.7190 |
| 0.0994 | 410.0008 | 71862 | 1.2145 | 0.9006 | 0.7190 |
| 0.0913 | 411.0008 | 72036 | 1.2167 | 0.8985 | 0.7162 |
| 0.1174 | 412.0008 | 72210 | 1.2560 | 0.9011 | 0.7254 |
| 0.1012 | 413.0008 | 72384 | 1.2263 | 0.8982 | 0.7174 |
| 0.0835 | 414.0008 | 72558 | 1.1669 | 0.9020 | 0.7251 |
| 0.0828 | 415.0008 | 72732 | 1.1628 | 0.9025 | 0.7255 |
| 0.0811 | 416.0008 | 72906 | 1.2479 | 0.9020 | 0.7238 |
| 0.1073 | 417.0008 | 73080 | 1.2091 | 0.8999 | 0.7220 |
| 0.1046 | 418.0008 | 73254 | 1.2656 | 0.8987 | 0.7188 |
| 0.0672 | 419.0008 | 73428 | 1.2491 | 0.9012 | 0.7216 |
| 0.0696 | 420.0008 | 73602 | 1.2571 | 0.8994 | 0.7201 |
| 0.0785 | 421.0007 | 73776 | 1.2267 | 0.8999 | 0.7203 |
| 0.0709 | 422.0007 | 73950 | 1.3176 | 0.8992 | 0.7190 |
| 0.1 | 423.0007 | 74124 | 1.4395 | 0.8943 | 0.7109 |
| 0.0736 | 424.0007 | 74298 | 1.1753 | 0.8998 | 0.7240 |
| 0.0948 | 425.0007 | 74472 | 1.3013 | 0.9003 | 0.7228 |
| 0.1121 | 426.0007 | 74646 | 1.3695 | 0.8999 | 0.7228 |
| 0.1034 | 427.0007 | 74820 | 1.2428 | 0.8991 | 0.7185 |
| 0.0678 | 428.0007 | 74994 | 1.2562 | 0.8995 | 0.7194 |
| 0.0819 | 429.0007 | 75168 | 1.4170 | 0.8993 | 0.7204 |
| 0.0931 | 430.0007 | 75342 | 1.2486 | 0.9013 | 0.7234 |
| 0.1071 | 431.0007 | 75516 | 1.3411 | 0.8934 | 0.7102 |
| 0.085 | 432.0007 | 75690 | 1.1955 | 0.8993 | 0.7237 |
| 0.0667 | 433.0007 | 75864 | 1.2750 | 0.9002 | 0.7233 |
| 0.0701 | 434.0007 | 76038 | 1.2568 | 0.9016 | 0.7247 |
| 0.1787 | 435.0006 | 76212 | 1.3989 | 0.8774 | 0.7054 |
### Framework versions
- Transformers 4.46.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.20.1
|