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nerugm-pt-pl50-3

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-pt-pl50-3
    results: []

nerugm-pt-pl50-3

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: 0.1897
  • Location Precision: 0.7683
  • Location Recall: 0.8873
  • Location F1: 0.8235
  • Location Number: 71
  • Organization Precision: 0.6154
  • Organization Recall: 0.8615
  • Organization F1: 0.7179
  • Organization Number: 65
  • Person Precision: 0.8457
  • Person Recall: 0.9133
  • Person F1: 0.8782
  • Person Number: 150
  • Quantity Precision: 0.6585
  • Quantity Recall: 0.8182
  • Quantity F1: 0.7297
  • Quantity Number: 33
  • Time Precision: 0.8065
  • Time Recall: 0.8929
  • Time F1: 0.8475
  • Time Number: 28
  • Overall Precision: 0.7568
  • Overall Recall: 0.8876
  • Overall F1: 0.8170
  • Overall Accuracy: 0.9573

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
1.0045 1.0 106 0.5767 0.0 0.0 0.0 71 0.0 0.0 0.0 65 0.0667 0.0067 0.0121 150 0.0 0.0 0.0 33 0.0 0.0 0.0 28 0.0476 0.0029 0.0054 0.8434
0.4985 2.0 212 0.3479 0.5116 0.3099 0.3860 71 0.1316 0.1538 0.1418 65 0.6561 0.8267 0.7316 150 0.1613 0.1515 0.1562 33 0.6562 0.75 0.7 28 0.4906 0.5245 0.5070 0.9083
0.2936 3.0 318 0.2019 0.6508 0.5775 0.6119 71 0.3947 0.4615 0.4255 65 0.7798 0.8733 0.8239 150 0.5238 0.6667 0.5867 33 0.8571 0.8571 0.8571 28 0.6578 0.7147 0.6851 0.9340
0.2113 4.0 424 0.1663 0.6118 0.7324 0.6667 71 0.5521 0.8154 0.6584 65 0.7953 0.9067 0.8474 150 0.6136 0.8182 0.7013 33 0.8571 0.8571 0.8571 28 0.6887 0.8415 0.7575 0.9459
0.1824 5.0 530 0.1596 0.6129 0.8028 0.6951 71 0.5667 0.7846 0.6581 65 0.8193 0.9067 0.8608 150 0.6087 0.8485 0.7089 33 0.6667 0.8571 0.75 28 0.6868 0.8530 0.7609 0.9447
0.1647 6.0 636 0.1714 0.6042 0.8169 0.6946 71 0.5133 0.8923 0.6517 65 0.7784 0.9133 0.8405 150 0.5385 0.8485 0.6588 33 0.6154 0.8571 0.7164 28 0.6408 0.8790 0.7412 0.9370
0.1533 7.0 742 0.1462 0.6196 0.8028 0.6994 71 0.5670 0.8462 0.6790 65 0.8070 0.92 0.8598 150 0.6279 0.8182 0.7105 33 0.7353 0.8929 0.8065 28 0.6911 0.8703 0.7704 0.9510
0.1405 8.0 848 0.1381 0.6593 0.8451 0.7407 71 0.5472 0.8923 0.6784 65 0.8395 0.9067 0.8718 150 0.6512 0.8485 0.7368 33 0.7812 0.8929 0.8333 28 0.7074 0.8847 0.7862 0.9505
0.1341 9.0 954 0.1326 0.7143 0.8451 0.7742 71 0.5534 0.8769 0.6786 65 0.8397 0.8733 0.8562 150 0.6667 0.8485 0.7467 33 0.7576 0.8929 0.8197 28 0.7201 0.8674 0.7869 0.9496
0.1274 10.0 1060 0.1223 0.7561 0.8732 0.8105 71 0.6111 0.8462 0.7097 65 0.8580 0.9267 0.8910 150 0.6585 0.8182 0.7297 33 0.8333 0.8929 0.8621 28 0.7605 0.8876 0.8191 0.9590
0.1232 11.0 1166 0.1300 0.7349 0.8592 0.7922 71 0.6042 0.8923 0.7205 65 0.8509 0.9133 0.8810 150 0.6136 0.8182 0.7013 33 0.8065 0.8929 0.8475 28 0.7422 0.8876 0.8084 0.9530
0.1195 12.0 1272 0.1411 0.6484 0.8310 0.7284 71 0.57 0.8769 0.6909 65 0.8580 0.9267 0.8910 150 0.6585 0.8182 0.7297 33 0.75 0.8571 0.8000 28 0.7183 0.8818 0.7917 0.9522
0.1138 13.0 1378 0.1257 0.7654 0.8732 0.8158 71 0.6020 0.9077 0.7239 65 0.8562 0.9133 0.8839 150 0.6829 0.8485 0.7568 33 0.9615 0.8929 0.9259 28 0.7660 0.8963 0.8260 0.9571
0.1106 14.0 1484 0.1278 0.7439 0.8592 0.7974 71 0.5979 0.8923 0.7160 65 0.8625 0.92 0.8903 150 0.6087 0.8485 0.7089 33 0.7576 0.8929 0.8197 28 0.7416 0.8934 0.8105 0.9542
0.1037 15.0 1590 0.1332 0.7381 0.8732 0.8 71 0.6211 0.9077 0.7375 65 0.8642 0.9333 0.8974 150 0.5833 0.8485 0.6914 33 0.8065 0.8929 0.8475 28 0.7476 0.9049 0.8188 0.9534
0.1015 16.0 1696 0.1396 0.7262 0.8592 0.7871 71 0.625 0.9231 0.7453 65 0.8580 0.9267 0.8910 150 0.54 0.8182 0.6506 33 0.8333 0.8929 0.8621 28 0.7393 0.8991 0.8114 0.9539
0.0958 17.0 1802 0.1272 0.7561 0.8732 0.8105 71 0.6082 0.9077 0.7284 65 0.8696 0.9333 0.9003 150 0.7 0.8485 0.7671 33 0.7812 0.8929 0.8333 28 0.7621 0.9049 0.8274 0.9581
0.0957 18.0 1908 0.1487 0.7176 0.8592 0.7821 71 0.5660 0.9231 0.7018 65 0.8589 0.9333 0.8946 150 0.6279 0.8182 0.7105 33 0.7812 0.8929 0.8333 28 0.7296 0.9020 0.8067 0.9527
0.0943 19.0 2014 0.1254 0.7531 0.8592 0.8026 71 0.5960 0.9077 0.7195 65 0.8696 0.9333 0.9003 150 0.6829 0.8485 0.7568 33 0.8621 0.8929 0.8772 28 0.7616 0.9020 0.8259 0.9578
0.0915 20.0 2120 0.1267 0.7531 0.8592 0.8026 71 0.6277 0.9077 0.7421 65 0.8696 0.9333 0.9003 150 0.6667 0.8485 0.7467 33 0.9615 0.8929 0.9259 28 0.7748 0.9020 0.8336 0.9590
0.0834 21.0 2226 0.1433 0.6932 0.8592 0.7673 71 0.6020 0.9077 0.7239 65 0.8634 0.9267 0.8939 150 0.5556 0.7576 0.6410 33 0.8929 0.8929 0.8929 28 0.7357 0.8905 0.8057 0.9534
0.0839 22.0 2332 0.1434 0.7349 0.8592 0.7922 71 0.6146 0.9077 0.7329 65 0.875 0.9333 0.9032 150 0.5652 0.7879 0.6582 33 0.8929 0.8929 0.8929 28 0.7530 0.8963 0.8184 0.9547
0.0807 23.0 2438 0.1360 0.7176 0.8592 0.7821 71 0.5960 0.9077 0.7195 65 0.8868 0.94 0.9126 150 0.7 0.8485 0.7671 33 0.8065 0.8929 0.8475 28 0.7585 0.9049 0.8252 0.9585
0.0771 24.0 2544 0.1434 0.7262 0.8592 0.7871 71 0.6129 0.8769 0.7215 65 0.8773 0.9533 0.9137 150 0.5417 0.7879 0.6420 33 0.8571 0.8571 0.8571 28 0.7476 0.8963 0.8152 0.9539
0.0772 25.0 2650 0.1520 0.7093 0.8592 0.7771 71 0.5784 0.9077 0.7066 65 0.8696 0.9333 0.9003 150 0.5294 0.8182 0.6429 33 0.7812 0.8929 0.8333 28 0.7222 0.8991 0.8010 0.9503
0.0732 26.0 2756 0.1422 0.7143 0.8451 0.7742 71 0.6316 0.9231 0.7500 65 0.875 0.9333 0.9032 150 0.6 0.8182 0.6923 33 0.9615 0.8929 0.9259 28 0.7610 0.8991 0.8243 0.9571
0.0731 27.0 2862 0.1367 0.7531 0.8592 0.8026 71 0.6484 0.9077 0.7564 65 0.8634 0.9267 0.8939 150 0.5532 0.7879 0.65 33 0.7879 0.9286 0.8525 28 0.7530 0.8963 0.8184 0.9556
0.0697 28.0 2968 0.1450 0.7531 0.8592 0.8026 71 0.5979 0.8923 0.7160 65 0.8727 0.96 0.9143 150 0.5435 0.7576 0.6329 33 0.7812 0.8929 0.8333 28 0.7435 0.9020 0.8151 0.9549
0.0689 29.0 3074 0.1529 0.7412 0.8873 0.8077 71 0.5636 0.9538 0.7086 65 0.8571 0.92 0.8875 150 0.675 0.8182 0.7397 33 0.7143 0.8929 0.7937 28 0.7309 0.9078 0.8098 0.9554
0.0669 30.0 3180 0.1412 0.7262 0.8592 0.7871 71 0.6277 0.9077 0.7421 65 0.8571 0.92 0.8875 150 0.6512 0.8485 0.7368 33 0.7742 0.8571 0.8136 28 0.7506 0.8934 0.8158 0.9571
0.0654 31.0 3286 0.1370 0.7045 0.8732 0.7799 71 0.6667 0.9231 0.7742 65 0.8509 0.9133 0.8810 150 0.675 0.8182 0.7397 33 0.8333 0.8929 0.8621 28 0.7604 0.8963 0.8228 0.9614
0.0639 32.0 3392 0.1497 0.7349 0.8592 0.7922 71 0.5842 0.9077 0.7108 65 0.8625 0.92 0.8903 150 0.6136 0.8182 0.7013 33 0.8621 0.8929 0.8772 28 0.7434 0.8934 0.8115 0.9561
0.0637 33.0 3498 0.1378 0.7470 0.8732 0.8052 71 0.6506 0.8308 0.7297 65 0.8650 0.94 0.9010 150 0.6585 0.8182 0.7297 33 0.7273 0.8571 0.7869 28 0.7643 0.8876 0.8213 0.9597
0.0625 34.0 3604 0.1449 0.7590 0.8873 0.8182 71 0.6452 0.9231 0.7595 65 0.8688 0.9267 0.8968 150 0.6585 0.8182 0.7297 33 0.8125 0.9286 0.8667 28 0.7702 0.9078 0.8333 0.9588
0.0634 35.0 3710 0.1454 0.7209 0.8732 0.7898 71 0.6444 0.8923 0.7484 65 0.8625 0.92 0.8903 150 0.6136 0.8182 0.7013 33 0.8667 0.9286 0.8966 28 0.7585 0.8963 0.8217 0.9573
0.0592 36.0 3816 0.1612 0.7470 0.8732 0.8052 71 0.6489 0.9385 0.7673 65 0.8758 0.94 0.9068 150 0.6 0.8182 0.6923 33 0.7647 0.9286 0.8387 28 0.7602 0.9135 0.8298 0.9561
0.0597 37.0 3922 0.1626 0.6977 0.8451 0.7643 71 0.6162 0.9385 0.7439 65 0.8642 0.9333 0.8974 150 0.5778 0.7879 0.6667 33 0.7812 0.8929 0.8333 28 0.7358 0.8991 0.8093 0.9534
0.0573 38.0 4028 0.1448 0.7470 0.8732 0.8052 71 0.6506 0.8308 0.7297 65 0.8662 0.9067 0.8860 150 0.6341 0.7879 0.7027 33 0.7879 0.9286 0.8525 28 0.7657 0.8761 0.8172 0.9571
0.0561 39.0 4134 0.1475 0.7262 0.8592 0.7871 71 0.6522 0.9231 0.7643 65 0.8634 0.9267 0.8939 150 0.6585 0.8182 0.7297 33 0.7812 0.8929 0.8333 28 0.7610 0.8991 0.8243 0.9583
0.0521 40.0 4240 0.1486 0.7561 0.8732 0.8105 71 0.6064 0.8769 0.7170 65 0.8679 0.92 0.8932 150 0.6667 0.7879 0.7222 33 0.7353 0.8929 0.8065 28 0.7549 0.8876 0.8159 0.9588
0.0526 41.0 4346 0.1594 0.7229 0.8451 0.7792 71 0.6 0.9231 0.7273 65 0.8519 0.92 0.8846 150 0.6364 0.8485 0.7273 33 0.8387 0.9286 0.8814 28 0.7429 0.8991 0.8136 0.9561
0.0505 42.0 4452 0.1528 0.8101 0.9014 0.8533 71 0.6506 0.8308 0.7297 65 0.8625 0.92 0.8903 150 0.675 0.8182 0.7397 33 0.7647 0.9286 0.8387 28 0.7803 0.8905 0.8318 0.9578
0.0497 43.0 4558 0.1480 0.7011 0.8592 0.7722 71 0.5978 0.8462 0.7006 65 0.8625 0.92 0.8903 150 0.6585 0.8182 0.7297 33 0.7647 0.9286 0.8387 28 0.7415 0.8847 0.8068 0.9573
0.0525 44.0 4664 0.1504 0.7529 0.9014 0.8205 71 0.6364 0.8615 0.7320 65 0.8696 0.9333 0.9003 150 0.6190 0.7879 0.6933 33 0.7647 0.9286 0.8387 28 0.7610 0.8991 0.8243 0.9602
0.0486 45.0 4770 0.1478 0.7778 0.8873 0.8289 71 0.6322 0.8462 0.7237 65 0.8742 0.9267 0.8997 150 0.7 0.8485 0.7671 33 0.8667 0.9286 0.8966 28 0.7834 0.8963 0.8360 0.9614
0.0454 46.0 4876 0.1454 0.7711 0.9014 0.8312 71 0.6292 0.8615 0.7273 65 0.8924 0.94 0.9156 150 0.6842 0.7879 0.7324 33 0.7576 0.8929 0.8197 28 0.7781 0.8991 0.8342 0.9627
0.049 47.0 4982 0.1595 0.7349 0.8592 0.7922 71 0.5842 0.9077 0.7108 65 0.8688 0.9267 0.8968 150 0.6923 0.8182 0.7500 33 0.8125 0.9286 0.8667 28 0.7518 0.8991 0.8189 0.9551
0.0467 48.0 5088 0.1481 0.7412 0.8873 0.8077 71 0.6292 0.8615 0.7273 65 0.8861 0.9333 0.9091 150 0.6429 0.8182 0.7200 33 0.8 0.8571 0.8276 28 0.7673 0.8934 0.8256 0.9588
0.0458 49.0 5194 0.1565 0.7561 0.8732 0.8105 71 0.6477 0.8769 0.7451 65 0.875 0.9333 0.9032 150 0.6341 0.7879 0.7027 33 0.8125 0.9286 0.8667 28 0.7717 0.8963 0.8293 0.9593
0.0435 50.0 5300 0.1588 0.7619 0.9014 0.8258 71 0.6207 0.8308 0.7105 65 0.8688 0.9267 0.8968 150 0.6585 0.8182 0.7297 33 0.8387 0.9286 0.8814 28 0.7692 0.8934 0.8267 0.9583
0.0461 51.0 5406 0.1631 0.7241 0.8873 0.7975 71 0.5957 0.8615 0.7044 65 0.8625 0.92 0.8903 150 0.6429 0.8182 0.7200 33 0.7879 0.9286 0.8525 28 0.7452 0.8934 0.8126 0.9559
0.0424 52.0 5512 0.1720 0.7470 0.8732 0.8052 71 0.6129 0.8769 0.7215 65 0.8924 0.94 0.9156 150 0.6429 0.8182 0.7200 33 0.8387 0.9286 0.8814 28 0.7690 0.9020 0.8302 0.9566
0.0436 53.0 5618 0.1815 0.7326 0.8873 0.8025 71 0.5825 0.9231 0.7143 65 0.8765 0.9467 0.9103 150 0.6136 0.8182 0.7013 33 0.7647 0.9286 0.8387 28 0.7413 0.9164 0.8196 0.9530
0.0414 54.0 5724 0.1522 0.7683 0.8873 0.8235 71 0.6333 0.8769 0.7355 65 0.8625 0.92 0.8903 150 0.6923 0.8182 0.7500 33 0.8667 0.9286 0.8966 28 0.7756 0.8963 0.8316 0.9602
0.0413 55.0 5830 0.1548 0.775 0.8732 0.8212 71 0.6477 0.8769 0.7451 65 0.8846 0.92 0.9020 150 0.6585 0.8182 0.7297 33 0.8621 0.8929 0.8772 28 0.7843 0.8905 0.8340 0.9585
0.04 56.0 5936 0.1626 0.7927 0.9155 0.8497 71 0.6395 0.8462 0.7285 65 0.8688 0.9267 0.8968 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7794 0.8963 0.8338 0.9593
0.0416 57.0 6042 0.1643 0.7683 0.8873 0.8235 71 0.6627 0.8462 0.7432 65 0.8634 0.9267 0.8939 150 0.6 0.8182 0.6923 33 0.8966 0.9286 0.9123 28 0.775 0.8934 0.8300 0.9581
0.0409 58.0 6148 0.1600 0.7901 0.9014 0.8421 71 0.6292 0.8615 0.7273 65 0.8537 0.9333 0.8917 150 0.5870 0.8182 0.6835 33 0.8667 0.9286 0.8966 28 0.7634 0.9020 0.8269 0.9581
0.0392 59.0 6254 0.1548 0.7381 0.8732 0.8 71 0.6506 0.8308 0.7297 65 0.8608 0.9067 0.8831 150 0.675 0.8182 0.7397 33 0.8966 0.9286 0.9123 28 0.7741 0.8790 0.8232 0.9600
0.0374 60.0 6360 0.1581 0.8 0.9014 0.8477 71 0.6512 0.8615 0.7417 65 0.8679 0.92 0.8932 150 0.6829 0.8485 0.7568 33 0.8929 0.8929 0.8929 28 0.7893 0.8963 0.8394 0.9610
0.0365 61.0 6466 0.1699 0.7901 0.9014 0.8421 71 0.6413 0.9077 0.7516 65 0.8688 0.9267 0.8968 150 0.675 0.8182 0.7397 33 0.8966 0.9286 0.9123 28 0.7836 0.9078 0.8411 0.9612
0.0367 62.0 6572 0.1724 0.7831 0.9155 0.8442 71 0.6548 0.8462 0.7383 65 0.8662 0.9067 0.8860 150 0.6585 0.8182 0.7297 33 0.8387 0.9286 0.8814 28 0.7803 0.8905 0.8318 0.9581
0.0365 63.0 6678 0.1616 0.7778 0.8873 0.8289 71 0.6064 0.8769 0.7170 65 0.8553 0.9067 0.8803 150 0.7 0.8485 0.7671 33 0.8387 0.9286 0.8814 28 0.7654 0.8934 0.8245 0.9585
0.0355 64.0 6784 0.1717 0.75 0.8873 0.8129 71 0.6790 0.8462 0.7534 65 0.8466 0.92 0.8818 150 0.6136 0.8182 0.7013 33 0.8387 0.9286 0.8814 28 0.7667 0.8905 0.824 0.9583
0.0372 65.0 6890 0.1686 0.7619 0.9014 0.8258 71 0.6364 0.8615 0.7320 65 0.8634 0.9267 0.8939 150 0.6923 0.8182 0.7500 33 0.8125 0.9286 0.8667 28 0.7723 0.8991 0.8309 0.9590
0.0362 66.0 6996 0.1829 0.7561 0.8732 0.8105 71 0.6082 0.9077 0.7284 65 0.8589 0.9333 0.8946 150 0.6429 0.8182 0.7200 33 0.8387 0.9286 0.8814 28 0.7566 0.9049 0.8241 0.9561
0.0333 67.0 7102 0.1720 0.7683 0.8873 0.8235 71 0.6304 0.8923 0.7389 65 0.8742 0.9267 0.8997 150 0.6923 0.8182 0.7500 33 0.8065 0.8929 0.8475 28 0.7742 0.8991 0.8320 0.9593
0.033 68.0 7208 0.1668 0.7619 0.9014 0.8258 71 0.6264 0.8769 0.7308 65 0.8580 0.9267 0.8910 150 0.675 0.8182 0.7397 33 0.8966 0.9286 0.9123 28 0.7709 0.9020 0.8313 0.9585
0.0333 69.0 7314 0.1638 0.7831 0.9155 0.8442 71 0.6196 0.8769 0.7261 65 0.8688 0.9267 0.8968 150 0.6923 0.8182 0.7500 33 0.8387 0.9286 0.8814 28 0.7753 0.9049 0.8351 0.9605
0.0335 70.0 7420 0.1705 0.7927 0.9155 0.8497 71 0.6552 0.8769 0.75 65 0.8688 0.9267 0.8968 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7825 0.9020 0.8380 0.9593
0.0353 71.0 7526 0.1908 0.75 0.8873 0.8129 71 0.5938 0.8769 0.7081 65 0.8537 0.9333 0.8917 150 0.6279 0.8182 0.7105 33 0.7812 0.8929 0.8333 28 0.7446 0.8991 0.8146 0.9544
0.0324 72.0 7632 0.1728 0.75 0.8873 0.8129 71 0.6322 0.8462 0.7237 65 0.8625 0.92 0.8903 150 0.725 0.8788 0.7945 33 0.8065 0.8929 0.8475 28 0.7711 0.8934 0.8278 0.9602
0.0323 73.0 7738 0.1799 0.7654 0.8732 0.8158 71 0.6304 0.8923 0.7389 65 0.8625 0.92 0.8903 150 0.6279 0.8182 0.7105 33 0.8667 0.9286 0.8966 28 0.7660 0.8963 0.8260 0.9573
0.0321 74.0 7844 0.1788 0.7875 0.8873 0.8344 71 0.6364 0.8615 0.7320 65 0.8688 0.9267 0.8968 150 0.6136 0.8182 0.7013 33 0.8333 0.8929 0.8621 28 0.7711 0.8934 0.8278 0.9585
0.0296 75.0 7950 0.1813 0.7412 0.8873 0.8077 71 0.6364 0.8615 0.7320 65 0.8625 0.92 0.8903 150 0.7073 0.8788 0.7838 33 0.8065 0.8929 0.8475 28 0.7679 0.8963 0.8271 0.9583
0.0308 76.0 8056 0.1778 0.7875 0.8873 0.8344 71 0.6064 0.8769 0.7170 65 0.8718 0.9067 0.8889 150 0.6829 0.8485 0.7568 33 0.8387 0.9286 0.8814 28 0.7711 0.8934 0.8278 0.9583
0.0305 77.0 8162 0.1823 0.75 0.8873 0.8129 71 0.6353 0.8308 0.7200 65 0.8625 0.92 0.8903 150 0.6829 0.8485 0.7568 33 0.8387 0.9286 0.8814 28 0.7706 0.8905 0.8262 0.9576
0.0298 78.0 8268 0.1802 0.7738 0.9155 0.8387 71 0.6322 0.8462 0.7237 65 0.8679 0.92 0.8932 150 0.6429 0.8182 0.7200 33 0.8966 0.9286 0.9123 28 0.7756 0.8963 0.8316 0.9576
0.0302 79.0 8374 0.1899 0.7529 0.9014 0.8205 71 0.6395 0.8462 0.7285 65 0.8696 0.9333 0.9003 150 0.6279 0.8182 0.7105 33 0.8387 0.9286 0.8814 28 0.7685 0.8991 0.8287 0.9585
0.0307 80.0 8480 0.1814 0.8101 0.9014 0.8533 71 0.6235 0.8154 0.7067 65 0.8679 0.92 0.8932 150 0.6047 0.7879 0.6842 33 0.7879 0.9286 0.8525 28 0.7694 0.8847 0.8231 0.9578
0.0275 81.0 8586 0.1840 0.7805 0.9014 0.8366 71 0.6136 0.8308 0.7059 65 0.8734 0.92 0.8961 150 0.6429 0.8182 0.7200 33 0.8387 0.9286 0.8814 28 0.7706 0.8905 0.8262 0.9585
0.0285 82.0 8692 0.1892 0.7927 0.9155 0.8497 71 0.6180 0.8462 0.7143 65 0.8625 0.92 0.8903 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7673 0.8934 0.8256 0.9571
0.0303 83.0 8798 0.1822 0.7805 0.9014 0.8366 71 0.6044 0.8462 0.7051 65 0.8625 0.92 0.8903 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7611 0.8905 0.8207 0.9573
0.0291 84.0 8904 0.1842 0.7412 0.8873 0.8077 71 0.6092 0.8154 0.6974 65 0.8625 0.92 0.8903 150 0.6429 0.8182 0.7200 33 0.8387 0.9286 0.8814 28 0.7580 0.8847 0.8165 0.9564
0.0275 85.0 9010 0.1876 0.7711 0.9014 0.8312 71 0.5955 0.8154 0.6883 65 0.8625 0.92 0.8903 150 0.6429 0.8182 0.7200 33 0.8387 0.9286 0.8814 28 0.7605 0.8876 0.8191 0.9573
0.0286 86.0 9116 0.1853 0.7711 0.9014 0.8312 71 0.6304 0.8923 0.7389 65 0.8782 0.9133 0.8954 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7698 0.8963 0.8282 0.9583
0.0283 87.0 9222 0.1860 0.7778 0.8873 0.8289 71 0.6170 0.8923 0.7296 65 0.8616 0.9133 0.8867 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7654 0.8934 0.8245 0.9581
0.0278 88.0 9328 0.1810 0.7778 0.8873 0.8289 71 0.6333 0.8769 0.7355 65 0.8625 0.92 0.8903 150 0.7179 0.8485 0.7778 33 0.8065 0.8929 0.8475 28 0.7756 0.8963 0.8316 0.9593
0.0277 89.0 9434 0.1893 0.7901 0.9014 0.8421 71 0.6 0.8769 0.7125 65 0.8571 0.92 0.8875 150 0.6279 0.8182 0.7105 33 0.8065 0.8929 0.8475 28 0.7567 0.8963 0.8206 0.9564
0.0274 90.0 9540 0.1806 0.7654 0.8732 0.8158 71 0.6180 0.8462 0.7143 65 0.8726 0.9133 0.8925 150 0.65 0.7879 0.7123 33 0.7812 0.8929 0.8333 28 0.7644 0.8790 0.8177 0.9583
0.0262 91.0 9646 0.1893 0.7561 0.8732 0.8105 71 0.6022 0.8615 0.7089 65 0.8457 0.9133 0.8782 150 0.6279 0.8182 0.7105 33 0.8065 0.8929 0.8475 28 0.7470 0.8847 0.8100 0.9564
0.0263 92.0 9752 0.1854 0.7654 0.8732 0.8158 71 0.6588 0.8615 0.7467 65 0.8509 0.9133 0.8810 150 0.65 0.7879 0.7123 33 0.7812 0.8929 0.8333 28 0.7669 0.8818 0.8204 0.9588
0.0253 93.0 9858 0.1896 0.7683 0.8873 0.8235 71 0.6087 0.8615 0.7134 65 0.8457 0.9133 0.8782 150 0.6585 0.8182 0.7297 33 0.8065 0.8929 0.8475 28 0.7549 0.8876 0.8159 0.9578
0.0246 94.0 9964 0.1866 0.7654 0.8732 0.8158 71 0.6087 0.8615 0.7134 65 0.8544 0.9 0.8766 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7587 0.8790 0.8144 0.9578
0.0277 95.0 10070 0.1892 0.7561 0.8732 0.8105 71 0.6437 0.8615 0.7368 65 0.8491 0.9 0.8738 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7606 0.8790 0.8155 0.9573
0.0261 96.0 10176 0.1879 0.7654 0.8732 0.8158 71 0.6154 0.8615 0.7179 65 0.8509 0.9133 0.8810 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7599 0.8847 0.8176 0.9576
0.025 97.0 10282 0.1894 0.7654 0.8732 0.8158 71 0.625 0.8462 0.7190 65 0.8509 0.9133 0.8810 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7593 0.8818 0.816 0.9576
0.0257 98.0 10388 0.1914 0.7683 0.8873 0.8235 71 0.6087 0.8615 0.7134 65 0.8457 0.9133 0.8782 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7531 0.8876 0.8148 0.9571
0.0274 99.0 10494 0.1901 0.7683 0.8873 0.8235 71 0.6087 0.8615 0.7134 65 0.8509 0.9133 0.8810 150 0.6429 0.8182 0.7200 33 0.8065 0.8929 0.8475 28 0.7549 0.8876 0.8159 0.9568
0.0256 100.0 10600 0.1897 0.7683 0.8873 0.8235 71 0.6154 0.8615 0.7179 65 0.8457 0.9133 0.8782 150 0.6585 0.8182 0.7297 33 0.8065 0.8929 0.8475 28 0.7568 0.8876 0.8170 0.9573

Framework versions

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