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nerugm-pt-pl5-4

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-pt-pl5-4
    results: []

nerugm-pt-pl5-4

This model is a fine-tuned version of indolem/indobert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1743
  • Location Precision: 0.7778
  • Location Recall: 0.8630
  • Location F1: 0.8182
  • Location Number: 73
  • Organization Precision: 0.7037
  • Organization Recall: 0.8769
  • Organization F1: 0.7808
  • Organization Number: 65
  • Person Precision: 0.8734
  • Person Recall: 0.92
  • Person F1: 0.8961
  • Person Number: 150
  • Quantity Precision: 0.6857
  • Quantity Recall: 0.8276
  • Quantity F1: 0.75
  • Quantity Number: 29
  • Time Precision: 0.7073
  • Time Recall: 0.8529
  • Time F1: 0.7733
  • Time Number: 34
  • Overall Precision: 0.7854
  • Overall Recall: 0.8860
  • Overall F1: 0.8327
  • Overall Accuracy: 0.9589

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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 100.0

Training results

Training Loss Epoch Step Validation Loss Location Precision Location Recall Location F1 Location Number Organization Precision Organization Recall Organization F1 Organization Number Person Precision Person Recall Person F1 Person Number Quantity Precision Quantity Recall Quantity F1 Quantity Number Time Precision Time Recall Time F1 Time Number Overall Precision Overall Recall Overall F1 Overall Accuracy
0.965 1.0 106 0.5562 0.0 0.0 0.0 73 0.0 0.0 0.0 65 0.2308 0.08 0.1188 150 0.0 0.0 0.0 29 0.3333 0.0294 0.0541 34 0.1806 0.0370 0.0615 0.8457
0.4705 2.0 212 0.3254 0.4167 0.2055 0.2752 73 0.0732 0.0462 0.0566 65 0.6010 0.8333 0.6983 150 0.2381 0.1724 0.2000 29 0.5581 0.7059 0.6234 34 0.4928 0.4900 0.4914 0.9030
0.2979 3.0 318 0.2105 0.5152 0.6986 0.5930 73 0.4605 0.5385 0.4965 65 0.7586 0.88 0.8148 150 0.4390 0.6207 0.5143 29 0.6579 0.7353 0.6944 34 0.6098 0.7436 0.6701 0.9345
0.2203 4.0 424 0.1712 0.6341 0.7123 0.6710 73 0.4423 0.7077 0.5444 65 0.8084 0.9 0.8517 150 0.5294 0.6207 0.5714 29 0.8788 0.8529 0.8657 34 0.6667 0.7977 0.7263 0.9439
0.19 5.0 530 0.1546 0.6875 0.7534 0.7190 73 0.5495 0.7692 0.6410 65 0.8293 0.9067 0.8662 150 0.525 0.7241 0.6087 29 0.7692 0.8824 0.8219 34 0.7053 0.8319 0.7634 0.9513
0.1692 6.0 636 0.1692 0.6180 0.7534 0.6790 73 0.5437 0.8615 0.6667 65 0.8323 0.9267 0.8770 150 0.5333 0.8276 0.6486 29 0.6667 0.8235 0.7368 34 0.6771 0.8604 0.7578 0.9441
0.1547 7.0 742 0.1435 0.6707 0.7534 0.7097 73 0.5926 0.7385 0.6575 65 0.8476 0.9267 0.8854 150 0.6486 0.8276 0.7273 29 0.7436 0.8529 0.7945 34 0.7320 0.8405 0.7825 0.9527
0.1459 8.0 848 0.1405 0.6774 0.8630 0.7590 73 0.5934 0.8308 0.6923 65 0.8580 0.9267 0.8910 150 0.6667 0.8276 0.7385 29 0.75 0.8824 0.8108 34 0.7346 0.8832 0.8021 0.9550
0.1372 9.0 954 0.1369 0.7561 0.8493 0.8000 73 0.5914 0.8462 0.6962 65 0.8571 0.92 0.8875 150 0.6316 0.8276 0.7164 29 0.7692 0.8824 0.8219 34 0.7482 0.8803 0.8089 0.9559
0.1324 10.0 1060 0.1358 0.7564 0.8082 0.7815 73 0.6207 0.8308 0.7105 65 0.8466 0.92 0.8818 150 0.6111 0.7586 0.6769 29 0.7895 0.8824 0.8333 34 0.7537 0.8632 0.8048 0.9555
0.123 11.0 1166 0.1410 0.7403 0.7808 0.7600 73 0.6582 0.8 0.7222 65 0.8589 0.9333 0.8946 150 0.5854 0.8276 0.6857 29 0.7692 0.8824 0.8219 34 0.7594 0.8632 0.808 0.9574
0.1175 12.0 1272 0.1413 0.6977 0.8219 0.7547 73 0.6463 0.8154 0.7211 65 0.8466 0.92 0.8818 150 0.6486 0.8276 0.7273 29 0.6829 0.8235 0.7467 34 0.7408 0.8632 0.7974 0.9567
0.1117 13.0 1378 0.1335 0.7763 0.8082 0.7919 73 0.6429 0.8308 0.7248 65 0.8634 0.9267 0.8939 150 0.6316 0.8276 0.7164 29 0.7436 0.8529 0.7945 34 0.7663 0.8689 0.8144 0.9594
0.1119 14.0 1484 0.1401 0.7531 0.8356 0.7922 73 0.6512 0.8615 0.7417 65 0.875 0.9333 0.9032 150 0.6667 0.8276 0.7385 29 0.6667 0.8235 0.7368 34 0.7630 0.8803 0.8175 0.9601
0.1091 15.0 1590 0.1297 0.7722 0.8356 0.8026 73 0.6180 0.8462 0.7143 65 0.8688 0.9267 0.8968 150 0.6857 0.8276 0.75 29 0.7838 0.8529 0.8169 34 0.77 0.8775 0.8202 0.9601
0.1012 16.0 1696 0.1470 0.775 0.8493 0.8105 73 0.6386 0.8154 0.7162 65 0.8457 0.9133 0.8782 150 0.5814 0.8621 0.6944 29 0.7 0.8235 0.7568 34 0.7475 0.8689 0.8037 0.9540
0.0994 17.0 1802 0.1348 0.7625 0.8356 0.7974 73 0.6548 0.8462 0.7383 65 0.8634 0.9267 0.8939 150 0.6765 0.7931 0.7302 29 0.7436 0.8529 0.7945 34 0.7714 0.8746 0.8198 0.9601
0.0963 18.0 1908 0.1387 0.7692 0.8219 0.7947 73 0.5773 0.8615 0.6914 65 0.8742 0.9267 0.8997 150 0.6857 0.8276 0.75 29 0.7436 0.8529 0.7945 34 0.7549 0.8775 0.8116 0.9572
0.0929 19.0 2014 0.1284 0.7778 0.8630 0.8182 73 0.6512 0.8615 0.7417 65 0.8671 0.9133 0.8896 150 0.7188 0.7931 0.7541 29 0.7895 0.8824 0.8333 34 0.7823 0.8803 0.8284 0.9623
0.0925 20.0 2120 0.1409 0.7654 0.8493 0.8052 73 0.6235 0.8154 0.7067 65 0.8571 0.92 0.8875 150 0.6410 0.8621 0.7353 29 0.8108 0.8824 0.8451 34 0.7643 0.8775 0.8170 0.9591
0.0864 21.0 2226 0.1323 0.7531 0.8356 0.7922 73 0.6588 0.8615 0.7467 65 0.8782 0.9133 0.8954 150 0.7059 0.8276 0.7619 29 0.7692 0.8824 0.8219 34 0.7797 0.8775 0.8257 0.9626
0.0907 22.0 2332 0.1398 0.7531 0.8356 0.7922 73 0.6477 0.8769 0.7451 65 0.8688 0.9267 0.8968 150 0.7143 0.8621 0.7813 29 0.6667 0.8235 0.7368 34 0.7635 0.8832 0.8190 0.9604
0.0852 23.0 2438 0.1318 0.7848 0.8493 0.8158 73 0.6512 0.8615 0.7417 65 0.8790 0.92 0.8990 150 0.6857 0.8276 0.75 29 0.7632 0.8529 0.8056 34 0.7823 0.8803 0.8284 0.9628
0.0837 24.0 2544 0.1401 0.775 0.8493 0.8105 73 0.6154 0.8615 0.7179 65 0.8679 0.92 0.8932 150 0.7273 0.8276 0.7742 29 0.7632 0.8529 0.8056 34 0.7706 0.8803 0.8218 0.9601
0.0826 25.0 2650 0.1459 0.7722 0.8356 0.8026 73 0.7073 0.8923 0.7891 65 0.8742 0.9267 0.8997 150 0.6486 0.8276 0.7273 29 0.7436 0.8529 0.7945 34 0.7854 0.8860 0.8327 0.9611
0.082 26.0 2756 0.1394 0.7662 0.8082 0.7867 73 0.6437 0.8615 0.7368 65 0.8742 0.9267 0.8997 150 0.6857 0.8276 0.75 29 0.7949 0.9118 0.8493 34 0.7783 0.8803 0.8262 0.9609
0.0787 27.0 2862 0.1452 0.7722 0.8356 0.8026 73 0.6395 0.8462 0.7285 65 0.875 0.9333 0.9032 150 0.575 0.7931 0.6667 29 0.6829 0.8235 0.7467 34 0.7562 0.8746 0.8111 0.9577
0.0797 28.0 2968 0.1434 0.7722 0.8356 0.8026 73 0.7179 0.8615 0.7832 65 0.8805 0.9333 0.9061 150 0.7188 0.7931 0.7541 29 0.6829 0.8235 0.7467 34 0.7918 0.8775 0.8324 0.9614
0.0743 29.0 3074 0.1394 0.7848 0.8493 0.8158 73 0.6744 0.8923 0.7682 65 0.8797 0.9267 0.9026 150 0.75 0.8276 0.7869 29 0.725 0.8529 0.7838 34 0.7899 0.8889 0.8365 0.9623
0.0748 30.0 3180 0.1398 0.7922 0.8356 0.8133 73 0.6627 0.8462 0.7432 65 0.8553 0.9067 0.8803 150 0.6970 0.7931 0.7419 29 0.725 0.8529 0.7838 34 0.7755 0.8661 0.8183 0.9591
0.0749 31.0 3286 0.1454 0.7922 0.8356 0.8133 73 0.7 0.8615 0.7724 65 0.8805 0.9333 0.9061 150 0.6216 0.7931 0.6970 29 0.6829 0.8235 0.7467 34 0.7817 0.8775 0.8268 0.9596
0.0702 32.0 3392 0.1507 0.7975 0.8630 0.8289 73 0.6593 0.9231 0.7692 65 0.8734 0.92 0.8961 150 0.7059 0.8276 0.7619 29 0.6667 0.8235 0.7368 34 0.7748 0.8917 0.8291 0.9582
0.0687 33.0 3498 0.1462 0.7692 0.8219 0.7947 73 0.7143 0.8462 0.7746 65 0.8688 0.9267 0.8968 150 0.7576 0.8621 0.8065 29 0.6667 0.8235 0.7368 34 0.7872 0.8746 0.8286 0.9601
0.0718 34.0 3604 0.1472 0.8052 0.8493 0.8267 73 0.6744 0.8923 0.7682 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7 0.8235 0.7568 34 0.7828 0.8832 0.8300 0.9609
0.0696 35.0 3710 0.1485 0.7625 0.8356 0.7974 73 0.6941 0.9077 0.7867 65 0.875 0.9333 0.9032 150 0.6667 0.8276 0.7385 29 0.7073 0.8529 0.7733 34 0.7786 0.8917 0.8313 0.9604
0.0681 36.0 3816 0.1446 0.8289 0.8630 0.8456 73 0.6742 0.9231 0.7792 65 0.8742 0.9267 0.8997 150 0.6486 0.8276 0.7273 29 0.6364 0.8235 0.7179 34 0.7753 0.8946 0.8307 0.9599
0.0666 37.0 3922 0.1545 0.7821 0.8356 0.8079 73 0.6383 0.9231 0.7547 65 0.8625 0.92 0.8903 150 0.6857 0.8276 0.75 29 0.6512 0.8235 0.7273 34 0.7585 0.8860 0.8173 0.9567
0.0666 38.0 4028 0.1448 0.8243 0.8356 0.8299 73 0.7308 0.8769 0.7972 65 0.8734 0.92 0.8961 150 0.6389 0.7931 0.7077 29 0.7436 0.8529 0.7945 34 0.8 0.8775 0.8370 0.9619
0.0642 39.0 4134 0.1475 0.7848 0.8493 0.8158 73 0.6977 0.9231 0.7947 65 0.8696 0.9333 0.9003 150 0.7812 0.8621 0.8197 29 0.7 0.8235 0.7568 34 0.7915 0.8974 0.8411 0.9616
0.0653 40.0 4240 0.1560 0.8205 0.8767 0.8477 73 0.6122 0.9231 0.7362 65 0.8774 0.9067 0.8918 150 0.7353 0.8621 0.7937 29 0.6829 0.8235 0.7467 34 0.7709 0.8917 0.8269 0.9579
0.0621 41.0 4346 0.1489 0.7821 0.8356 0.8079 73 0.6477 0.8769 0.7451 65 0.8679 0.92 0.8932 150 0.7576 0.8621 0.8065 29 0.6829 0.8235 0.7467 34 0.7744 0.8803 0.824 0.9589
0.0621 42.0 4452 0.1464 0.7949 0.8493 0.8212 73 0.7037 0.8769 0.7808 65 0.8688 0.9267 0.8968 150 0.7059 0.8276 0.7619 29 0.6512 0.8235 0.7273 34 0.7828 0.8832 0.8300 0.9611
0.059 43.0 4558 0.1482 0.7848 0.8493 0.8158 73 0.7215 0.8769 0.7917 65 0.8616 0.9133 0.8867 150 0.6571 0.7931 0.7188 29 0.6829 0.8235 0.7467 34 0.7812 0.8746 0.8253 0.9601
0.061 44.0 4664 0.1558 0.8052 0.8493 0.8267 73 0.725 0.8923 0.8 65 0.8634 0.9267 0.8939 150 0.6667 0.8276 0.7385 29 0.6667 0.8235 0.7368 34 0.7854 0.8860 0.8327 0.9604
0.0623 45.0 4770 0.1500 0.8077 0.8630 0.8344 73 0.7333 0.8462 0.7857 65 0.8688 0.9267 0.8968 150 0.6571 0.7931 0.7188 29 0.7436 0.8529 0.7945 34 0.7984 0.8803 0.8374 0.9631
0.0585 46.0 4876 0.1510 0.8182 0.8630 0.8400 73 0.7143 0.8462 0.7746 65 0.8616 0.9133 0.8867 150 0.6571 0.7931 0.7188 29 0.7 0.8235 0.7568 34 0.7887 0.8718 0.8281 0.9621
0.0546 47.0 4982 0.1553 0.7949 0.8493 0.8212 73 0.6552 0.8769 0.75 65 0.8634 0.9267 0.8939 150 0.7059 0.8276 0.7619 29 0.7 0.8235 0.7568 34 0.775 0.8832 0.8256 0.9604
0.0581 48.0 5088 0.1582 0.775 0.8493 0.8105 73 0.6786 0.8769 0.7651 65 0.8562 0.9133 0.8839 150 0.6667 0.8276 0.7385 29 0.7179 0.8235 0.7671 34 0.7719 0.8775 0.8213 0.9594
0.0569 49.0 5194 0.1614 0.7949 0.8493 0.8212 73 0.7125 0.8769 0.7862 65 0.8797 0.9267 0.9026 150 0.6970 0.7931 0.7419 29 0.7073 0.8529 0.7733 34 0.7949 0.8832 0.8367 0.9619
0.0569 50.0 5300 0.1571 0.7922 0.8356 0.8133 73 0.6897 0.9231 0.7895 65 0.8679 0.92 0.8932 150 0.7273 0.8276 0.7742 29 0.7 0.8235 0.7568 34 0.7854 0.8860 0.8327 0.9599
0.0534 51.0 5406 0.1557 0.7561 0.8493 0.8000 73 0.7361 0.8154 0.7737 65 0.8457 0.9133 0.8782 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7841 0.8689 0.8243 0.9616
0.0546 52.0 5512 0.1739 0.7722 0.8356 0.8026 73 0.6522 0.9231 0.7643 65 0.8571 0.92 0.8875 150 0.6857 0.8276 0.75 29 0.6905 0.8529 0.7632 34 0.7628 0.8889 0.8211 0.9545
0.0508 53.0 5618 0.1671 0.7949 0.8493 0.8212 73 0.6484 0.9077 0.7564 65 0.8580 0.9267 0.8910 150 0.6571 0.7931 0.7188 29 0.7632 0.8529 0.8056 34 0.7723 0.8889 0.8265 0.9550
0.0534 54.0 5724 0.1676 0.7848 0.8493 0.8158 73 0.6413 0.9077 0.7516 65 0.8634 0.9267 0.8939 150 0.7143 0.8621 0.7813 29 0.7073 0.8529 0.7733 34 0.7696 0.8946 0.8274 0.9557
0.0543 55.0 5830 0.1557 0.7722 0.8356 0.8026 73 0.6951 0.8769 0.7755 65 0.8625 0.92 0.8903 150 0.6857 0.8276 0.75 29 0.725 0.8529 0.7838 34 0.7803 0.8803 0.8273 0.9599
0.0517 56.0 5936 0.1615 0.7949 0.8493 0.8212 73 0.7089 0.8615 0.7778 65 0.8509 0.9133 0.8810 150 0.6857 0.8276 0.75 29 0.725 0.8529 0.7838 34 0.7837 0.8775 0.8280 0.9599
0.0512 57.0 6042 0.1632 0.7722 0.8356 0.8026 73 0.7273 0.8615 0.7887 65 0.8562 0.9133 0.8839 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7832 0.8746 0.8264 0.9601
0.0522 58.0 6148 0.1610 0.7848 0.8493 0.8158 73 0.6829 0.8615 0.7619 65 0.8634 0.9267 0.8939 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7789 0.8832 0.8278 0.9579
0.05 59.0 6254 0.1726 0.7722 0.8356 0.8026 73 0.6707 0.8462 0.7483 65 0.8571 0.92 0.8875 150 0.6486 0.8276 0.7273 29 0.725 0.8529 0.7838 34 0.7694 0.8746 0.8187 0.9567
0.0505 60.0 6360 0.1542 0.7821 0.8356 0.8079 73 0.7534 0.8462 0.7971 65 0.8679 0.92 0.8932 150 0.7353 0.8621 0.7937 29 0.7 0.8235 0.7568 34 0.7995 0.8746 0.8354 0.9621
0.0479 61.0 6466 0.1623 0.7821 0.8356 0.8079 73 0.6860 0.9077 0.7815 65 0.8625 0.92 0.8903 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7834 0.8860 0.8316 0.9599
0.0481 62.0 6572 0.1683 0.7722 0.8356 0.8026 73 0.6782 0.9077 0.7763 65 0.8742 0.9267 0.8997 150 0.6857 0.8276 0.75 29 0.725 0.8529 0.7838 34 0.78 0.8889 0.8309 0.9584
0.047 63.0 6678 0.1563 0.7848 0.8493 0.8158 73 0.7108 0.9077 0.7973 65 0.8634 0.9267 0.8939 150 0.7353 0.8621 0.7937 29 0.7179 0.8235 0.7671 34 0.7904 0.8917 0.8380 0.9614
0.0483 64.0 6784 0.1606 0.8052 0.8493 0.8267 73 0.7160 0.8923 0.7945 65 0.8688 0.9267 0.8968 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7980 0.8889 0.8410 0.9616
0.0454 65.0 6890 0.1621 0.8077 0.8630 0.8344 73 0.7532 0.8923 0.8169 65 0.8742 0.9267 0.8997 150 0.6571 0.7931 0.7188 29 0.7436 0.8529 0.7945 34 0.8041 0.8889 0.8444 0.9626
0.046 66.0 6996 0.1635 0.7875 0.8630 0.8235 73 0.7024 0.9077 0.7919 65 0.8797 0.9267 0.9026 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7949 0.8946 0.8418 0.9619
0.0451 67.0 7102 0.1660 0.7683 0.8630 0.8129 73 0.6941 0.9077 0.7867 65 0.8688 0.9267 0.8968 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.785 0.8946 0.8362 0.9604
0.0436 68.0 7208 0.1605 0.8052 0.8493 0.8267 73 0.7160 0.8923 0.7945 65 0.8734 0.92 0.8961 150 0.6389 0.7931 0.7077 29 0.7 0.8235 0.7568 34 0.7883 0.8803 0.8318 0.9614
0.043 69.0 7314 0.1672 0.7875 0.8630 0.8235 73 0.6867 0.8769 0.7703 65 0.8634 0.9267 0.8939 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7859 0.8889 0.8342 0.9582
0.0424 70.0 7420 0.1644 0.7875 0.8630 0.8235 73 0.6951 0.8769 0.7755 65 0.8688 0.9267 0.8968 150 0.6970 0.7931 0.7419 29 0.7 0.8235 0.7568 34 0.7848 0.8832 0.8311 0.9606
0.0469 71.0 7526 0.1667 0.7975 0.8630 0.8289 73 0.6744 0.8923 0.7682 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7436 0.8529 0.7945 34 0.7859 0.8889 0.8342 0.9604
0.0409 72.0 7632 0.1714 0.7778 0.8630 0.8182 73 0.6747 0.8615 0.7568 65 0.8625 0.92 0.8903 150 0.6857 0.8276 0.75 29 0.725 0.8529 0.7838 34 0.7769 0.8832 0.8267 0.9594
0.0437 73.0 7738 0.1682 0.7848 0.8493 0.8158 73 0.7037 0.8769 0.7808 65 0.8679 0.92 0.8932 150 0.6571 0.7931 0.7188 29 0.725 0.8529 0.7838 34 0.7843 0.8803 0.8295 0.9591
0.0411 74.0 7844 0.1627 0.775 0.8493 0.8105 73 0.7333 0.8462 0.7857 65 0.8734 0.92 0.8961 150 0.6765 0.7931 0.7302 29 0.7436 0.8529 0.7945 34 0.7953 0.8746 0.8331 0.9611
0.0432 75.0 7950 0.1737 0.7949 0.8493 0.8212 73 0.6556 0.9077 0.7613 65 0.8742 0.9267 0.8997 150 0.6765 0.7931 0.7302 29 0.7436 0.8529 0.7945 34 0.78 0.8889 0.8309 0.9589
0.0398 76.0 8056 0.1650 0.7848 0.8493 0.8158 73 0.6824 0.8923 0.7733 65 0.8679 0.92 0.8932 150 0.7429 0.8966 0.8125 29 0.7436 0.8529 0.7945 34 0.7884 0.8917 0.8369 0.9609
0.0392 77.0 8162 0.1677 0.775 0.8493 0.8105 73 0.7089 0.8615 0.7778 65 0.8734 0.92 0.8961 150 0.7059 0.8276 0.7619 29 0.725 0.8529 0.7838 34 0.7903 0.8803 0.8329 0.9604
0.0404 78.0 8268 0.1741 0.7848 0.8493 0.8158 73 0.6867 0.8769 0.7703 65 0.8688 0.9267 0.8968 150 0.7059 0.8276 0.7619 29 0.725 0.8529 0.7838 34 0.7854 0.8860 0.8327 0.9591
0.0414 79.0 8374 0.1812 0.775 0.8493 0.8105 73 0.7 0.8615 0.7724 65 0.8519 0.92 0.8846 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7764 0.8803 0.8251 0.9577
0.0401 80.0 8480 0.1722 0.7778 0.8630 0.8182 73 0.6790 0.8462 0.7534 65 0.8679 0.92 0.8932 150 0.6857 0.8276 0.75 29 0.6667 0.8235 0.7368 34 0.7739 0.8775 0.8224 0.9577
0.041 81.0 8586 0.1709 0.7875 0.8630 0.8235 73 0.6786 0.8769 0.7651 65 0.8679 0.92 0.8932 150 0.7273 0.8276 0.7742 29 0.7 0.8235 0.7568 34 0.7828 0.8832 0.8300 0.9596
0.0405 82.0 8692 0.1678 0.7875 0.8630 0.8235 73 0.7179 0.8615 0.7832 65 0.8679 0.92 0.8932 150 0.6857 0.8276 0.75 29 0.6667 0.8235 0.7368 34 0.7843 0.8803 0.8295 0.9594
0.0398 83.0 8798 0.1709 0.7848 0.8493 0.8158 73 0.6962 0.8462 0.7639 65 0.8679 0.92 0.8932 150 0.7273 0.8276 0.7742 29 0.6667 0.8235 0.7368 34 0.7832 0.8746 0.8264 0.9587
0.04 84.0 8904 0.1728 0.7875 0.8630 0.8235 73 0.7024 0.9077 0.7919 65 0.8679 0.92 0.8932 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7845 0.8917 0.8347 0.9579
0.0404 85.0 9010 0.1716 0.7683 0.8630 0.8129 73 0.6786 0.8769 0.7651 65 0.8679 0.92 0.8932 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7756 0.8860 0.8271 0.9587
0.0364 86.0 9116 0.1696 0.7683 0.8630 0.8129 73 0.7308 0.8769 0.7972 65 0.8734 0.92 0.8961 150 0.6667 0.8276 0.7385 29 0.7073 0.8529 0.7733 34 0.7873 0.8860 0.8338 0.9609
0.0377 87.0 9222 0.1743 0.7875 0.8630 0.8235 73 0.6706 0.8769 0.76 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.6667 0.8235 0.7368 34 0.775 0.8832 0.8256 0.9582
0.0379 88.0 9328 0.1730 0.775 0.8493 0.8105 73 0.6951 0.8769 0.7755 65 0.8734 0.92 0.8961 150 0.7143 0.8621 0.7813 29 0.7073 0.8529 0.7733 34 0.7854 0.8860 0.8327 0.9594
0.0375 89.0 9434 0.1742 0.7875 0.8630 0.8235 73 0.6867 0.8769 0.7703 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.6829 0.8235 0.7467 34 0.7809 0.8832 0.8289 0.9584
0.0385 90.0 9540 0.1698 0.7875 0.8630 0.8235 73 0.7089 0.8615 0.7778 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.6667 0.8235 0.7368 34 0.7843 0.8803 0.8295 0.9591
0.036 91.0 9646 0.1780 0.7778 0.8630 0.8182 73 0.6588 0.8615 0.7467 65 0.8679 0.92 0.8932 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7731 0.8832 0.8245 0.9577
0.0377 92.0 9752 0.1737 0.7778 0.8630 0.8182 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.7143 0.8621 0.7813 29 0.7073 0.8529 0.7733 34 0.7879 0.8889 0.8353 0.9596
0.0391 93.0 9858 0.1770 0.775 0.8493 0.8105 73 0.6867 0.8769 0.7703 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7809 0.8832 0.8289 0.9587
0.0362 94.0 9964 0.1727 0.7875 0.8630 0.8235 73 0.7089 0.8615 0.7778 65 0.8734 0.92 0.8961 150 0.7353 0.8621 0.7937 29 0.6667 0.8235 0.7368 34 0.7888 0.8832 0.8333 0.9589
0.0372 95.0 10070 0.1736 0.7778 0.8630 0.8182 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.7353 0.8621 0.7937 29 0.7073 0.8529 0.7733 34 0.7899 0.8889 0.8365 0.9591
0.0358 96.0 10176 0.1743 0.775 0.8493 0.8105 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7848 0.8832 0.8311 0.9589
0.0363 97.0 10282 0.1726 0.7778 0.8630 0.8182 73 0.7125 0.8769 0.7862 65 0.8734 0.92 0.8961 150 0.7143 0.8621 0.7813 29 0.7073 0.8529 0.7733 34 0.7899 0.8889 0.8365 0.9599
0.0354 98.0 10388 0.1751 0.775 0.8493 0.8105 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7848 0.8832 0.8311 0.9587
0.0347 99.0 10494 0.1746 0.7778 0.8630 0.8182 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.7143 0.8621 0.7813 29 0.7073 0.8529 0.7733 34 0.7879 0.8889 0.8353 0.9591
0.0355 100.0 10600 0.1743 0.7778 0.8630 0.8182 73 0.7037 0.8769 0.7808 65 0.8734 0.92 0.8961 150 0.6857 0.8276 0.75 29 0.7073 0.8529 0.7733 34 0.7854 0.8860 0.8327 0.9589

Framework versions

  • Transformers 4.40.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1