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nerugm-pt-pl30-3

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-pt-pl30-3
    results: []

nerugm-pt-pl30-3

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: 0.2023
  • Location Precision: 0.7381
  • Location Recall: 0.8732
  • Location F1: 0.8
  • Location Number: 71
  • Organization Precision: 0.6747
  • Organization Recall: 0.8615
  • Organization F1: 0.7568
  • Organization Number: 65
  • Person Precision: 0.8634
  • Person Recall: 0.9267
  • Person F1: 0.8939
  • Person Number: 150
  • Quantity Precision: 0.7027
  • Quantity Recall: 0.7879
  • Quantity F1: 0.7429
  • Quantity Number: 33
  • Time Precision: 0.7812
  • Time Recall: 0.8929
  • Time F1: 0.8333
  • Time Number: 28
  • Overall Precision: 0.7758
  • Overall Recall: 0.8876
  • Overall F1: 0.8280
  • Overall Accuracy: 0.9576

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
0.9922 1.0 106 0.5610 0.0 0.0 0.0 71 0.0 0.0 0.0 65 0.0625 0.0067 0.0120 150 0.0 0.0 0.0 33 0.0 0.0 0.0 28 0.0370 0.0029 0.0053 0.8436
0.4811 2.0 212 0.3263 0.4815 0.3662 0.416 71 0.1475 0.1385 0.1429 65 0.5869 0.8333 0.6887 150 0.375 0.3636 0.3692 33 0.7333 0.7857 0.7586 28 0.4974 0.5591 0.5265 0.9093
0.2923 3.0 318 0.1902 0.5663 0.6620 0.6104 71 0.4268 0.5385 0.4762 65 0.7836 0.8933 0.8349 150 0.5476 0.6970 0.6133 33 0.75 0.8571 0.8000 28 0.6415 0.7579 0.6948 0.9338
0.2082 4.0 424 0.1540 0.6744 0.8169 0.7389 71 0.5306 0.8 0.6380 65 0.8107 0.9133 0.8589 150 0.6136 0.8182 0.7013 33 0.8 0.8571 0.8276 28 0.6979 0.8588 0.7700 0.9459
0.1772 5.0 530 0.1444 0.7024 0.8310 0.7613 71 0.6024 0.7692 0.6757 65 0.8303 0.9133 0.8698 150 0.5870 0.8182 0.6835 33 0.7879 0.9286 0.8525 28 0.7275 0.8617 0.7889 0.9513
0.1576 6.0 636 0.1680 0.6277 0.8310 0.7152 71 0.5545 0.8615 0.6747 65 0.8129 0.9267 0.8660 150 0.5091 0.8485 0.6364 33 0.6944 0.8929 0.7812 28 0.6718 0.8847 0.7637 0.9413
0.147 7.0 742 0.1446 0.7143 0.8451 0.7742 71 0.6 0.8769 0.7125 65 0.8035 0.9267 0.8607 150 0.6136 0.8182 0.7013 33 0.7353 0.8929 0.8065 28 0.7163 0.8876 0.7928 0.9520
0.1329 8.0 848 0.1405 0.6667 0.8451 0.7453 71 0.5816 0.8769 0.6994 65 0.8204 0.9133 0.8644 150 0.6829 0.8485 0.7568 33 0.8125 0.9286 0.8667 28 0.7196 0.8876 0.7948 0.9517
0.1309 9.0 954 0.1400 0.7375 0.8310 0.7815 71 0.5273 0.8923 0.6629 65 0.8395 0.9067 0.8718 150 0.5417 0.7879 0.6420 33 0.7143 0.8929 0.7937 28 0.6989 0.8761 0.7775 0.9471
0.1247 10.0 1060 0.1291 0.7436 0.8169 0.7785 71 0.6585 0.8308 0.7347 65 0.8333 0.9 0.8654 150 0.5778 0.7879 0.6667 33 0.7812 0.8929 0.8333 28 0.7469 0.8588 0.7989 0.9534
0.1149 11.0 1166 0.1423 0.7284 0.8310 0.7763 71 0.6022 0.8615 0.7089 65 0.8438 0.9 0.8710 150 0.6136 0.8182 0.7013 33 0.6486 0.8571 0.7385 28 0.7253 0.8674 0.7900 0.9493
0.1118 12.0 1272 0.1524 0.6413 0.8310 0.7239 71 0.6 0.8769 0.7125 65 0.8415 0.92 0.8790 150 0.6279 0.8182 0.7105 33 0.7222 0.9286 0.8125 28 0.7140 0.8847 0.7902 0.9493
0.1051 13.0 1378 0.1298 0.7595 0.8451 0.8 71 0.6264 0.8769 0.7308 65 0.8395 0.9067 0.8718 150 0.6585 0.8182 0.7297 33 0.9259 0.8929 0.9091 28 0.7625 0.8790 0.8166 0.9573
0.1071 14.0 1484 0.1388 0.7470 0.8732 0.8052 71 0.6585 0.8308 0.7347 65 0.8272 0.8933 0.8590 150 0.6136 0.8182 0.7013 33 0.6667 0.8571 0.75 28 0.7396 0.8674 0.7984 0.9525
0.1001 15.0 1590 0.1400 0.7294 0.8732 0.7949 71 0.6196 0.8769 0.7261 65 0.8571 0.92 0.8875 150 0.675 0.8182 0.7397 33 0.7576 0.8929 0.8197 28 0.7518 0.8905 0.8153 0.9556
0.0955 16.0 1696 0.1420 0.7326 0.8873 0.8025 71 0.5938 0.8769 0.7081 65 0.8625 0.92 0.8903 150 0.5909 0.7879 0.6753 33 0.7742 0.8571 0.8136 28 0.7386 0.8876 0.8063 0.9542
0.0905 17.0 1802 0.1411 0.7564 0.8310 0.7919 71 0.6512 0.8615 0.7417 65 0.8447 0.9067 0.8746 150 0.6279 0.8182 0.7105 33 0.7143 0.8929 0.7937 28 0.7519 0.8732 0.808 0.9566
0.0882 18.0 1908 0.1478 0.7595 0.8451 0.8 71 0.5978 0.8462 0.7006 65 0.8625 0.92 0.8903 150 0.5581 0.7273 0.6316 33 0.8065 0.8929 0.8475 28 0.7457 0.8703 0.8032 0.9537
0.0867 19.0 2014 0.1366 0.75 0.8028 0.7755 71 0.6667 0.8 0.7273 65 0.85 0.9067 0.8774 150 0.6341 0.7879 0.7027 33 0.7742 0.8571 0.8136 28 0.7642 0.8501 0.8049 0.9581
0.083 20.0 2120 0.1402 0.7692 0.8451 0.8054 71 0.6111 0.8462 0.7097 65 0.8544 0.9 0.8766 150 0.6842 0.7879 0.7324 33 0.8621 0.8929 0.8772 28 0.7659 0.8674 0.8135 0.9578
0.0818 21.0 2226 0.1506 0.7531 0.8592 0.8026 71 0.5816 0.8769 0.6994 65 0.8903 0.92 0.9049 150 0.5417 0.7879 0.6420 33 0.8065 0.8929 0.8475 28 0.7433 0.8847 0.8079 0.9525
0.0824 22.0 2332 0.1487 0.75 0.8873 0.8129 71 0.5978 0.8462 0.7006 65 0.8144 0.9067 0.8580 150 0.6279 0.8182 0.7105 33 0.8065 0.8929 0.8475 28 0.7338 0.8818 0.8010 0.9547
0.076 23.0 2438 0.1387 0.7692 0.8451 0.8054 71 0.6222 0.8615 0.7226 65 0.8654 0.9 0.8824 150 0.6923 0.8182 0.7500 33 0.9231 0.8571 0.8889 28 0.7763 0.8703 0.8207 0.9581
0.0745 24.0 2544 0.1439 0.75 0.8873 0.8129 71 0.6129 0.8769 0.7215 65 0.8634 0.9267 0.8939 150 0.6341 0.7879 0.7027 33 0.8387 0.9286 0.8814 28 0.7585 0.8963 0.8217 0.9581
0.0731 25.0 2650 0.1538 0.7531 0.8592 0.8026 71 0.6064 0.8769 0.7170 65 0.8696 0.9333 0.9003 150 0.6429 0.8182 0.7200 33 0.8621 0.8929 0.8772 28 0.7617 0.8934 0.8223 0.9571
0.0713 26.0 2756 0.1475 0.7412 0.8873 0.8077 71 0.6707 0.8462 0.7483 65 0.8562 0.9133 0.8839 150 0.5682 0.7576 0.6494 33 0.8065 0.8929 0.8475 28 0.7587 0.8790 0.8144 0.9568
0.0712 27.0 2862 0.1678 0.7195 0.8310 0.7712 71 0.6277 0.9077 0.7421 65 0.8415 0.92 0.8790 150 0.5778 0.7879 0.6667 33 0.9259 0.8929 0.9091 28 0.7451 0.8847 0.8090 0.9517
0.07 28.0 2968 0.1559 0.7595 0.8451 0.8 71 0.6517 0.8923 0.7532 65 0.85 0.9067 0.8774 150 0.5854 0.7273 0.6486 33 0.8929 0.8929 0.8929 28 0.7632 0.8732 0.8145 0.9544
0.0687 29.0 3074 0.1431 0.7763 0.8310 0.8027 71 0.6082 0.9077 0.7284 65 0.8491 0.9 0.8738 150 0.6842 0.7879 0.7324 33 0.7879 0.9286 0.8525 28 0.7568 0.8790 0.8133 0.9583
0.0665 30.0 3180 0.1464 0.7692 0.8451 0.8054 71 0.6629 0.9077 0.7662 65 0.8562 0.9133 0.8839 150 0.7105 0.8182 0.7606 33 0.8333 0.8929 0.8621 28 0.7797 0.8876 0.8302 0.9595
0.0634 31.0 3286 0.1599 0.7470 0.8732 0.8052 71 0.6824 0.8923 0.7733 65 0.8485 0.9333 0.8889 150 0.6667 0.7879 0.7222 33 0.8387 0.9286 0.8814 28 0.7742 0.8991 0.8320 0.9568
0.0602 32.0 3392 0.1717 0.7143 0.8451 0.7742 71 0.6304 0.8923 0.7389 65 0.8580 0.9267 0.8910 150 0.5952 0.7576 0.6667 33 0.8125 0.9286 0.8667 28 0.7476 0.8876 0.8116 0.9530
0.0633 33.0 3498 0.1526 0.7468 0.8310 0.7867 71 0.6790 0.8462 0.7534 65 0.8625 0.92 0.8903 150 0.6667 0.7879 0.7222 33 0.8571 0.8571 0.8571 28 0.7804 0.8703 0.8229 0.9556
0.0596 34.0 3604 0.1560 0.7470 0.8732 0.8052 71 0.6196 0.8769 0.7261 65 0.8580 0.9267 0.8910 150 0.65 0.7879 0.7123 33 0.7931 0.8214 0.8070 28 0.7562 0.8847 0.8154 0.9564
0.0591 35.0 3710 0.1562 0.7470 0.8732 0.8052 71 0.6196 0.8769 0.7261 65 0.8671 0.9133 0.8896 150 0.6667 0.7879 0.7222 33 0.8065 0.8929 0.8475 28 0.7618 0.8847 0.8187 0.9556
0.0582 36.0 3816 0.1699 0.7294 0.8732 0.7949 71 0.5979 0.8923 0.7160 65 0.8679 0.92 0.8932 150 0.6429 0.8182 0.7200 33 0.8667 0.9286 0.8966 28 0.7530 0.8963 0.8184 0.9525
0.0567 37.0 3922 0.1780 0.6966 0.8732 0.775 71 0.6064 0.8769 0.7170 65 0.8562 0.9133 0.8839 150 0.6279 0.8182 0.7105 33 0.8333 0.8929 0.8621 28 0.7404 0.8876 0.8073 0.9498
0.0568 38.0 4028 0.1589 0.7692 0.8451 0.8054 71 0.6707 0.8462 0.7483 65 0.8571 0.92 0.8875 150 0.6190 0.7879 0.6933 33 0.8333 0.8929 0.8621 28 0.7735 0.8761 0.8216 0.9568
0.0553 39.0 4134 0.1794 0.6897 0.8451 0.7595 71 0.5960 0.9077 0.7195 65 0.8476 0.9267 0.8854 150 0.6923 0.8182 0.7500 33 0.8667 0.9286 0.8966 28 0.7422 0.8963 0.8120 0.9500
0.0522 40.0 4240 0.1695 0.7159 0.8873 0.7925 71 0.6667 0.8615 0.7517 65 0.8424 0.9267 0.8825 150 0.6842 0.7879 0.7324 33 0.7812 0.8929 0.8333 28 0.7592 0.8905 0.8196 0.9551
0.0535 41.0 4346 0.1679 0.7349 0.8592 0.7922 71 0.6512 0.8615 0.7417 65 0.8405 0.9133 0.8754 150 0.6047 0.7879 0.6842 33 0.7812 0.8929 0.8333 28 0.7494 0.8790 0.8090 0.9517
0.0507 42.0 4452 0.1573 0.7531 0.8592 0.8026 71 0.6429 0.8308 0.7248 65 0.8616 0.9133 0.8867 150 0.675 0.8182 0.7397 33 0.8387 0.9286 0.8814 28 0.7722 0.8790 0.8221 0.9561
0.0501 43.0 4558 0.1804 0.7241 0.8873 0.7975 71 0.6 0.8308 0.6968 65 0.8571 0.92 0.8875 150 0.6279 0.8182 0.7105 33 0.8333 0.8929 0.8621 28 0.7470 0.8847 0.8100 0.9525
0.0491 44.0 4664 0.1681 0.7262 0.8592 0.7871 71 0.5851 0.8462 0.6918 65 0.8571 0.92 0.8875 150 0.6923 0.8182 0.7500 33 0.8333 0.8929 0.8621 28 0.75 0.8818 0.8106 0.9534
0.0478 45.0 4770 0.1648 0.7381 0.8732 0.8 71 0.675 0.8308 0.7448 65 0.8625 0.92 0.8903 150 0.6923 0.8182 0.7500 33 0.8667 0.9286 0.8966 28 0.7812 0.8847 0.8297 0.9578
0.0475 46.0 4876 0.1551 0.7209 0.8732 0.7898 71 0.6548 0.8462 0.7383 65 0.8625 0.92 0.8903 150 0.7105 0.8182 0.7606 33 0.8125 0.9286 0.8667 28 0.77 0.8876 0.8246 0.9581
0.0462 47.0 4982 0.1685 0.7531 0.8592 0.8026 71 0.625 0.8462 0.7190 65 0.8457 0.9133 0.8782 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.76 0.8761 0.8139 0.9549
0.0467 48.0 5088 0.1714 0.75 0.8873 0.8129 71 0.6471 0.8462 0.7333 65 0.8625 0.92 0.8903 150 0.7105 0.8182 0.7606 33 0.8667 0.9286 0.8966 28 0.7783 0.8905 0.8306 0.9573
0.0462 49.0 5194 0.1641 0.7439 0.8592 0.7974 71 0.675 0.8308 0.7448 65 0.8571 0.92 0.8875 150 0.7297 0.8182 0.7714 33 0.8621 0.8929 0.8772 28 0.7841 0.8790 0.8288 0.9576
0.0467 50.0 5300 0.1693 0.7531 0.8592 0.8026 71 0.6506 0.8308 0.7297 65 0.8457 0.9133 0.8782 150 0.675 0.8182 0.7397 33 0.8333 0.8929 0.8621 28 0.7677 0.8761 0.8183 0.9556
0.0437 51.0 5406 0.1759 0.7209 0.8732 0.7898 71 0.625 0.7692 0.6897 65 0.8447 0.9067 0.8746 150 0.6923 0.8182 0.7500 33 0.8333 0.8929 0.8621 28 0.7576 0.8646 0.8075 0.9551
0.0435 52.0 5512 0.1834 0.7326 0.8873 0.8025 71 0.6747 0.8615 0.7568 65 0.8571 0.92 0.8875 150 0.6923 0.8182 0.7500 33 0.8065 0.8929 0.8475 28 0.7725 0.8905 0.8273 0.9556
0.0441 53.0 5618 0.1897 0.7381 0.8732 0.8 71 0.6264 0.8769 0.7308 65 0.8580 0.9267 0.8910 150 0.6923 0.8182 0.7500 33 0.8387 0.9286 0.8814 28 0.7641 0.8963 0.8249 0.9547
0.042 54.0 5724 0.1875 0.7176 0.8592 0.7821 71 0.6404 0.8769 0.7403 65 0.8634 0.9267 0.8939 150 0.675 0.8182 0.7397 33 0.7812 0.8929 0.8333 28 0.7592 0.8905 0.8196 0.9539
0.0414 55.0 5830 0.1868 0.7241 0.8873 0.7975 71 0.5934 0.8308 0.6923 65 0.8519 0.92 0.8846 150 0.6047 0.7879 0.6842 33 0.7812 0.8929 0.8333 28 0.7373 0.8818 0.8031 0.9544
0.0408 56.0 5936 0.1721 0.7561 0.8732 0.8105 71 0.6279 0.8308 0.7152 65 0.8562 0.9133 0.8839 150 0.6842 0.7879 0.7324 33 0.7812 0.8929 0.8333 28 0.7638 0.8761 0.8161 0.9556
0.0388 57.0 6042 0.1839 0.7470 0.8732 0.8052 71 0.6582 0.8 0.7222 65 0.8634 0.9267 0.8939 150 0.65 0.7879 0.7123 33 0.7742 0.8571 0.8136 28 0.7690 0.8732 0.8178 0.9566
0.039 58.0 6148 0.1773 0.7407 0.8451 0.7895 71 0.5978 0.8462 0.7006 65 0.8571 0.92 0.8875 150 0.65 0.7879 0.7123 33 0.8333 0.8929 0.8621 28 0.7525 0.8761 0.8096 0.9527
0.0414 59.0 6254 0.1653 0.7531 0.8592 0.8026 71 0.6506 0.8308 0.7297 65 0.85 0.9067 0.8774 150 0.7027 0.7879 0.7429 33 0.8333 0.8929 0.8621 28 0.7724 0.8703 0.8184 0.9578
0.0379 60.0 6360 0.1694 0.76 0.8028 0.7808 71 0.65 0.8 0.7172 65 0.8509 0.9133 0.8810 150 0.7105 0.8182 0.7606 33 0.8065 0.8929 0.8475 28 0.7740 0.8588 0.8142 0.9561
0.0391 61.0 6466 0.1873 0.7381 0.8732 0.8 71 0.6136 0.8308 0.7059 65 0.8580 0.9267 0.8910 150 0.65 0.7879 0.7123 33 0.8065 0.8929 0.8475 28 0.7556 0.8818 0.8138 0.9551
0.0372 62.0 6572 0.1785 0.7294 0.8732 0.7949 71 0.6429 0.8308 0.7248 65 0.85 0.9067 0.8774 150 0.6923 0.8182 0.7500 33 0.8387 0.9286 0.8814 28 0.7644 0.8790 0.8177 0.9559
0.0371 63.0 6678 0.1751 0.7349 0.8592 0.7922 71 0.6548 0.8462 0.7383 65 0.8562 0.9133 0.8839 150 0.7105 0.8182 0.7606 33 0.8621 0.8929 0.8772 28 0.7741 0.8790 0.8232 0.9568
0.0348 64.0 6784 0.1811 0.7381 0.8732 0.8 71 0.6429 0.8308 0.7248 65 0.8634 0.9267 0.8939 150 0.7297 0.8182 0.7714 33 0.8065 0.8929 0.8475 28 0.7733 0.8847 0.8253 0.9561
0.0338 65.0 6890 0.1846 0.7349 0.8592 0.7922 71 0.6512 0.8615 0.7417 65 0.8571 0.92 0.8875 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7669 0.8818 0.8204 0.9561
0.033 66.0 6996 0.1917 0.7126 0.8732 0.7848 71 0.6395 0.8462 0.7285 65 0.8580 0.9267 0.8910 150 0.6923 0.8182 0.7500 33 0.8125 0.9286 0.8667 28 0.7611 0.8905 0.8207 0.9554
0.0347 67.0 7102 0.1807 0.7625 0.8592 0.8079 71 0.6163 0.8154 0.7020 65 0.8562 0.9133 0.8839 150 0.7105 0.8182 0.7606 33 0.8621 0.8929 0.8772 28 0.7710 0.8732 0.8189 0.9571
0.034 68.0 7208 0.1871 0.7176 0.8592 0.7821 71 0.6548 0.8462 0.7383 65 0.8671 0.9133 0.8896 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7625 0.8790 0.8166 0.9559
0.0319 69.0 7314 0.1862 0.6966 0.8732 0.775 71 0.6543 0.8154 0.7260 65 0.8580 0.9267 0.8910 150 0.7105 0.8182 0.7606 33 0.8065 0.8929 0.8475 28 0.7631 0.8818 0.8182 0.9549
0.0338 70.0 7420 0.1895 0.7294 0.8732 0.7949 71 0.6353 0.8308 0.7200 65 0.8688 0.9267 0.8968 150 0.675 0.8182 0.7397 33 0.8667 0.9286 0.8966 28 0.77 0.8876 0.8246 0.9571
0.0306 71.0 7526 0.2061 0.7294 0.8732 0.7949 71 0.6395 0.8462 0.7285 65 0.8688 0.9267 0.8968 150 0.675 0.8182 0.7397 33 0.7576 0.8929 0.8197 28 0.7624 0.8876 0.8202 0.9559
0.0343 72.0 7632 0.1982 0.7011 0.8592 0.7722 71 0.6512 0.8615 0.7417 65 0.8634 0.9267 0.8939 150 0.675 0.8182 0.7397 33 0.8333 0.8929 0.8621 28 0.7624 0.8876 0.8202 0.9542
0.0308 73.0 7738 0.1968 0.7176 0.8592 0.7821 71 0.6875 0.8462 0.7586 65 0.8688 0.9267 0.8968 150 0.6842 0.7879 0.7324 33 0.7812 0.8929 0.8333 28 0.7747 0.8818 0.8248 0.9573
0.0328 74.0 7844 0.1993 0.7093 0.8592 0.7771 71 0.6543 0.8154 0.7260 65 0.8634 0.9267 0.8939 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7657 0.8761 0.8172 0.9564
0.0328 75.0 7950 0.1925 0.7143 0.8451 0.7742 71 0.6471 0.8462 0.7333 65 0.8616 0.9133 0.8867 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7632 0.8732 0.8145 0.9559
0.0314 76.0 8056 0.1910 0.7160 0.8169 0.7632 71 0.6548 0.8462 0.7383 65 0.8625 0.92 0.8903 150 0.6842 0.7879 0.7324 33 0.8065 0.8929 0.8475 28 0.7665 0.8703 0.8151 0.9554
0.0304 77.0 8162 0.1982 0.7011 0.8592 0.7722 71 0.6265 0.8 0.7027 65 0.8405 0.9133 0.8754 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7488 0.8674 0.8037 0.9544
0.0318 78.0 8268 0.2088 0.7011 0.8592 0.7722 71 0.6207 0.8308 0.7105 65 0.8466 0.92 0.8818 150 0.5814 0.7576 0.6579 33 0.8065 0.8929 0.8475 28 0.7372 0.8732 0.7995 0.9527
0.0303 79.0 8374 0.2029 0.7011 0.8592 0.7722 71 0.6543 0.8154 0.7260 65 0.8466 0.92 0.8818 150 0.6579 0.7576 0.7042 33 0.7812 0.8929 0.8333 28 0.7531 0.8703 0.8075 0.9539
0.0289 80.0 8480 0.2005 0.725 0.8169 0.7682 71 0.6463 0.8154 0.7211 65 0.8457 0.9133 0.8782 150 0.6410 0.7576 0.6944 33 0.7812 0.8929 0.8333 28 0.7544 0.8588 0.8032 0.9539
0.0283 81.0 8586 0.2005 0.7059 0.8451 0.7692 71 0.675 0.8308 0.7448 65 0.8562 0.9133 0.8839 150 0.6579 0.7576 0.7042 33 0.7812 0.8929 0.8333 28 0.7620 0.8674 0.8113 0.9559
0.0303 82.0 8692 0.1980 0.7349 0.8592 0.7922 71 0.6471 0.8462 0.7333 65 0.8562 0.9133 0.8839 150 0.6757 0.7576 0.7143 33 0.8333 0.8929 0.8621 28 0.7671 0.8732 0.8167 0.9571
0.0281 83.0 8798 0.1973 0.7317 0.8451 0.7843 71 0.6585 0.8308 0.7347 65 0.8509 0.9133 0.8810 150 0.6579 0.7576 0.7042 33 0.7812 0.8929 0.8333 28 0.7620 0.8674 0.8113 0.9551
0.0281 84.0 8904 0.2007 0.7126 0.8732 0.7848 71 0.6627 0.8462 0.7432 65 0.8519 0.92 0.8846 150 0.6757 0.7576 0.7143 33 0.8065 0.8929 0.8475 28 0.7625 0.8790 0.8166 0.9571
0.0291 85.0 9010 0.2045 0.7059 0.8451 0.7692 71 0.6548 0.8462 0.7383 65 0.8519 0.92 0.8846 150 0.6757 0.7576 0.7143 33 0.8065 0.8929 0.8475 28 0.7594 0.8732 0.8123 0.9554
0.0286 86.0 9116 0.1912 0.7470 0.8732 0.8052 71 0.6588 0.8615 0.7467 65 0.8562 0.9133 0.8839 150 0.7027 0.7879 0.7429 33 0.8333 0.8929 0.8621 28 0.7747 0.8818 0.8248 0.9588
0.0267 87.0 9222 0.1961 0.7176 0.8592 0.7821 71 0.6588 0.8615 0.7467 65 0.8688 0.9267 0.8968 150 0.7027 0.7879 0.7429 33 0.8065 0.8929 0.8475 28 0.7714 0.8847 0.8242 0.9576
0.0282 88.0 9328 0.1942 0.7176 0.8592 0.7821 71 0.6747 0.8615 0.7568 65 0.8616 0.9133 0.8867 150 0.625 0.7576 0.6849 33 0.7812 0.8929 0.8333 28 0.7619 0.8761 0.8150 0.9571
0.0251 89.0 9434 0.2024 0.7294 0.8732 0.7949 71 0.6829 0.8615 0.7619 65 0.8625 0.92 0.8903 150 0.625 0.7576 0.6849 33 0.7812 0.8929 0.8333 28 0.7669 0.8818 0.8204 0.9564
0.027 90.0 9540 0.1965 0.7470 0.8732 0.8052 71 0.6747 0.8615 0.7568 65 0.8562 0.9133 0.8839 150 0.7297 0.8182 0.7714 33 0.8333 0.8929 0.8621 28 0.7812 0.8847 0.8297 0.9583
0.0268 91.0 9646 0.2079 0.7143 0.8451 0.7742 71 0.6747 0.8615 0.7568 65 0.8571 0.92 0.8875 150 0.7105 0.8182 0.7606 33 0.8333 0.8929 0.8621 28 0.7727 0.8818 0.8237 0.9561
0.0256 92.0 9752 0.1976 0.7412 0.8873 0.8077 71 0.6588 0.8615 0.7467 65 0.8625 0.92 0.8903 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7719 0.8876 0.8257 0.9578
0.0258 93.0 9858 0.1962 0.7470 0.8732 0.8052 71 0.6512 0.8615 0.7417 65 0.8562 0.9133 0.8839 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7688 0.8818 0.8215 0.9578
0.0233 94.0 9964 0.1976 0.7381 0.8732 0.8 71 0.6588 0.8615 0.7467 65 0.8562 0.9133 0.8839 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7688 0.8818 0.8215 0.9571
0.0259 95.0 10070 0.1997 0.7381 0.8732 0.8 71 0.6707 0.8462 0.7483 65 0.8562 0.9133 0.8839 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7722 0.8790 0.8221 0.9583
0.0253 96.0 10176 0.2033 0.7176 0.8592 0.7821 71 0.6667 0.8615 0.7517 65 0.8571 0.92 0.8875 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7669 0.8818 0.8204 0.9564
0.0251 97.0 10282 0.2011 0.7262 0.8592 0.7871 71 0.6667 0.8615 0.7517 65 0.8625 0.92 0.8903 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7708 0.8818 0.8226 0.9573
0.0237 98.0 10388 0.2048 0.7294 0.8732 0.7949 71 0.6512 0.8615 0.7417 65 0.8634 0.9267 0.8939 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7681 0.8876 0.8235 0.9566
0.024 99.0 10494 0.2023 0.7381 0.8732 0.8 71 0.6667 0.8615 0.7517 65 0.8634 0.9267 0.8939 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7739 0.8876 0.8268 0.9573
0.0257 100.0 10600 0.2023 0.7381 0.8732 0.8 71 0.6747 0.8615 0.7568 65 0.8634 0.9267 0.8939 150 0.7027 0.7879 0.7429 33 0.7812 0.8929 0.8333 28 0.7758 0.8876 0.8280 0.9576

Framework versions

  • Transformers 4.39.3
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.15.2