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nerugm-pt-pl10-4

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-pt-pl10-4
    results: []

nerugm-pt-pl10-4

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: 0.1823
  • Location Precision: 0.8442
  • Location Recall: 0.8904
  • Location F1: 0.8667
  • Location Number: 73
  • Organization Precision: 0.6786
  • Organization Recall: 0.8769
  • Organization F1: 0.7651
  • Organization Number: 65
  • Person Precision: 0.8742
  • Person Recall: 0.9267
  • Person F1: 0.8997
  • Person Number: 150
  • Quantity Precision: 0.6316
  • Quantity Recall: 0.8276
  • Quantity F1: 0.7164
  • Quantity Number: 29
  • Time Precision: 0.7838
  • Time Recall: 0.8529
  • Time F1: 0.8169
  • Time Number: 34
  • Overall Precision: 0.7949
  • Overall Recall: 0.8946
  • Overall F1: 0.8418
  • Overall Accuracy: 0.9626

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
0.9704 1.0 106 0.5637 0.0 0.0 0.0 73 0.0 0.0 0.0 65 0.25 0.0733 0.1134 150 0.0 0.0 0.0 29 0.0 0.0 0.0 34 0.1746 0.0313 0.0531 0.8440
0.4856 2.0 212 0.3351 0.4211 0.1096 0.1739 73 0.1071 0.0923 0.0992 65 0.6203 0.7733 0.6884 150 0.0870 0.0690 0.0769 29 0.525 0.6176 0.5676 34 0.4708 0.4359 0.4527 0.8976
0.2946 3.0 318 0.2044 0.5050 0.6986 0.5862 73 0.3731 0.3846 0.3788 65 0.7791 0.8933 0.8323 150 0.4103 0.5517 0.4706 29 0.7838 0.8529 0.8169 34 0.6130 0.7265 0.6649 0.9301
0.2098 4.0 424 0.1748 0.6237 0.7945 0.6988 73 0.5149 0.8 0.6265 65 0.8070 0.92 0.8598 150 0.4286 0.6207 0.5070 29 0.8824 0.8824 0.8824 34 0.6712 0.8433 0.7475 0.9404
0.177 5.0 530 0.1551 0.7093 0.8356 0.7673 73 0.5051 0.7692 0.6098 65 0.8221 0.8933 0.8562 150 0.6216 0.7931 0.6970 29 0.6744 0.8529 0.7532 34 0.6939 0.8462 0.7625 0.9493
0.1591 6.0 636 0.1818 0.6354 0.8356 0.7219 73 0.5392 0.8462 0.6587 65 0.8528 0.9267 0.8882 150 0.4706 0.8276 0.6 29 0.5918 0.8529 0.6988 34 0.6681 0.8775 0.7586 0.9385
0.147 7.0 742 0.1428 0.6383 0.8219 0.7186 73 0.5802 0.7231 0.6438 65 0.8553 0.9067 0.8803 150 0.6486 0.8276 0.7273 29 0.7838 0.8529 0.8169 34 0.7255 0.8433 0.7800 0.9532
0.138 8.0 848 0.1377 0.6897 0.8219 0.75 73 0.5854 0.7385 0.6531 65 0.8580 0.9267 0.8910 150 0.6486 0.8276 0.7273 29 0.7632 0.8529 0.8056 34 0.7389 0.8547 0.7926 0.9540
0.1304 9.0 954 0.1351 0.7317 0.8219 0.7742 73 0.5568 0.7538 0.6405 65 0.8616 0.9133 0.8867 150 0.6316 0.8276 0.7164 29 0.7895 0.8824 0.8333 34 0.7407 0.8547 0.7937 0.9550
0.1262 10.0 1060 0.1349 0.7439 0.8356 0.7871 73 0.5735 0.6 0.5865 65 0.85 0.9067 0.8774 150 0.6216 0.7931 0.6970 29 0.8611 0.9118 0.8857 34 0.7572 0.8262 0.7902 0.9555
0.1167 11.0 1166 0.1450 0.7059 0.8219 0.7595 73 0.6024 0.7692 0.6757 65 0.8679 0.92 0.8932 150 0.6 0.8276 0.6957 29 0.6977 0.8824 0.7792 34 0.7366 0.8604 0.7937 0.9550
0.1104 12.0 1272 0.1446 0.6556 0.8082 0.7239 73 0.6098 0.7692 0.6803 65 0.8679 0.92 0.8932 150 0.6316 0.8276 0.7164 29 0.75 0.8824 0.8108 34 0.7359 0.8575 0.7921 0.9537
0.1086 13.0 1378 0.1427 0.7024 0.8082 0.7516 73 0.5814 0.7692 0.6623 65 0.8797 0.9267 0.9026 150 0.6410 0.8621 0.7353 29 0.7692 0.8824 0.8219 34 0.7463 0.8632 0.8005 0.9555
0.1058 14.0 1484 0.1378 0.6932 0.8356 0.7578 73 0.6173 0.7692 0.6849 65 0.8616 0.9133 0.8867 150 0.6757 0.8621 0.7576 29 0.75 0.8824 0.8108 34 0.7481 0.8632 0.8016 0.9567
0.1016 15.0 1590 0.1370 0.6860 0.8082 0.7421 73 0.5833 0.7538 0.6577 65 0.8571 0.92 0.8875 150 0.6757 0.8621 0.7576 29 0.8108 0.8824 0.8451 34 0.7432 0.8575 0.7963 0.9555
0.0986 16.0 1696 0.1539 0.6854 0.8356 0.7531 73 0.65 0.8 0.7172 65 0.8571 0.92 0.8875 150 0.5208 0.8621 0.6494 29 0.7073 0.8529 0.7733 34 0.7279 0.8689 0.7922 0.9527
0.0939 17.0 1802 0.1347 0.7176 0.8356 0.7722 73 0.625 0.7692 0.6897 65 0.8625 0.92 0.8903 150 0.7222 0.8966 0.8000 29 0.7692 0.8824 0.8219 34 0.7625 0.8689 0.8123 0.9584
0.0915 18.0 1908 0.1373 0.7470 0.8493 0.7949 73 0.6024 0.7692 0.6757 65 0.8679 0.92 0.8932 150 0.6579 0.8621 0.7463 29 0.7436 0.8529 0.7945 34 0.7562 0.8661 0.8074 0.9577
0.0893 19.0 2014 0.1354 0.7654 0.8493 0.8052 73 0.625 0.7692 0.6897 65 0.8742 0.9267 0.8997 150 0.6579 0.8621 0.7463 29 0.6364 0.8235 0.7179 34 0.7562 0.8661 0.8074 0.9582
0.0836 20.0 2120 0.1413 0.7229 0.8219 0.7692 73 0.6341 0.8 0.7075 65 0.8562 0.9133 0.8839 150 0.6757 0.8621 0.7576 29 0.7895 0.8824 0.8333 34 0.76 0.8661 0.8096 0.9582
0.08 21.0 2226 0.1397 0.7143 0.8219 0.7643 73 0.6173 0.7692 0.6849 65 0.8854 0.9267 0.9055 150 0.6486 0.8276 0.7273 29 0.8286 0.8529 0.8406 34 0.7665 0.8604 0.8107 0.9584
0.0805 22.0 2332 0.1374 0.7625 0.8356 0.7974 73 0.6203 0.7538 0.6806 65 0.8910 0.9267 0.9085 150 0.6757 0.8621 0.7576 29 0.7895 0.8824 0.8333 34 0.7795 0.8661 0.8205 0.9606
0.0802 23.0 2438 0.1326 0.7439 0.8356 0.7871 73 0.6136 0.8308 0.7059 65 0.8625 0.92 0.8903 150 0.7353 0.8621 0.7937 29 0.8857 0.9118 0.8986 34 0.7744 0.8803 0.824 0.9609
0.0758 24.0 2544 0.1456 0.7059 0.8219 0.7595 73 0.6136 0.8308 0.7059 65 0.9026 0.9267 0.9145 150 0.6579 0.8621 0.7463 29 0.7143 0.8824 0.7895 34 0.7568 0.8775 0.8127 0.9572
0.0702 25.0 2650 0.1506 0.7439 0.8356 0.7871 73 0.5870 0.8308 0.6879 65 0.8734 0.92 0.8961 150 0.5854 0.8276 0.6857 29 0.8333 0.8824 0.8571 34 0.7506 0.8746 0.8079 0.9564
0.0718 26.0 2756 0.1452 0.775 0.8493 0.8105 73 0.6375 0.7846 0.7034 65 0.8903 0.92 0.9049 150 0.5714 0.8276 0.6761 29 0.7692 0.8824 0.8219 34 0.7702 0.8689 0.8166 0.9591
0.0724 27.0 2862 0.1523 0.7349 0.8356 0.7821 73 0.6429 0.8308 0.7248 65 0.8903 0.92 0.9049 150 0.5952 0.8621 0.7042 29 0.6905 0.8529 0.7632 34 0.7562 0.8746 0.8111 0.9557
0.0662 28.0 2968 0.1494 0.8077 0.8630 0.8344 73 0.6506 0.8308 0.7297 65 0.8734 0.92 0.8961 150 0.6757 0.8621 0.7576 29 0.6905 0.8529 0.7632 34 0.7764 0.8803 0.8251 0.9604
0.0661 29.0 3074 0.1376 0.7949 0.8493 0.8212 73 0.6512 0.8615 0.7417 65 0.8854 0.9267 0.9055 150 0.7059 0.8276 0.7619 29 0.7692 0.8824 0.8219 34 0.7893 0.8860 0.8349 0.9633
0.0671 30.0 3180 0.1365 0.8205 0.8767 0.8477 73 0.6857 0.7385 0.7111 65 0.8688 0.9267 0.8968 150 0.7353 0.8621 0.7937 29 0.7895 0.8824 0.8333 34 0.8053 0.8718 0.8372 0.9616
0.0627 31.0 3286 0.1381 0.8354 0.9041 0.8684 73 0.7037 0.8769 0.7808 65 0.8790 0.92 0.8990 150 0.6757 0.8621 0.7576 29 0.7895 0.8824 0.8333 34 0.8061 0.9003 0.8506 0.9655
0.0599 32.0 3392 0.1559 0.7654 0.8493 0.8052 73 0.5816 0.8769 0.6994 65 0.8491 0.9 0.8738 150 0.7143 0.8621 0.7813 29 0.7317 0.8824 0.8 34 0.7464 0.8803 0.8078 0.9559
0.0639 33.0 3498 0.1532 0.8182 0.8630 0.8400 73 0.5889 0.8154 0.6839 65 0.8354 0.9133 0.8726 150 0.6944 0.8621 0.7692 29 0.725 0.8529 0.7838 34 0.7543 0.8746 0.8100 0.9577
0.0611 34.0 3604 0.1448 0.8205 0.8767 0.8477 73 0.6471 0.8462 0.7333 65 0.8519 0.92 0.8846 150 0.6757 0.8621 0.7576 29 0.7895 0.8824 0.8333 34 0.78 0.8889 0.8309 0.9616
0.0601 35.0 3710 0.1562 0.7975 0.8630 0.8289 73 0.6222 0.8615 0.7226 65 0.8679 0.92 0.8932 150 0.625 0.8621 0.7246 29 0.725 0.8529 0.7838 34 0.7623 0.8860 0.8195 0.9559
0.061 36.0 3816 0.1532 0.8571 0.9041 0.88 73 0.6706 0.8769 0.76 65 0.8616 0.9133 0.8867 150 0.6579 0.8621 0.7463 29 0.6829 0.8235 0.7467 34 0.7825 0.8917 0.8336 0.9589
0.0575 37.0 3922 0.1557 0.7561 0.8493 0.8000 73 0.5938 0.8769 0.7081 65 0.8679 0.92 0.8932 150 0.6579 0.8621 0.7463 29 0.7073 0.8529 0.7733 34 0.7476 0.8860 0.8110 0.9562
0.0548 38.0 4028 0.1572 0.8228 0.8904 0.8553 73 0.6579 0.7692 0.7092 65 0.8797 0.9267 0.9026 150 0.5854 0.8276 0.6857 29 0.7073 0.8529 0.7733 34 0.7772 0.8746 0.8231 0.9577
0.0563 39.0 4134 0.1510 0.8205 0.8767 0.8477 73 0.6404 0.8769 0.7403 65 0.8854 0.9267 0.9055 150 0.7059 0.8276 0.7619 29 0.7436 0.8529 0.7945 34 0.7884 0.8917 0.8369 0.9609
0.0552 40.0 4240 0.1458 0.8 0.8767 0.8366 73 0.6222 0.8615 0.7226 65 0.8734 0.92 0.8961 150 0.7353 0.8621 0.7937 29 0.725 0.8529 0.7838 34 0.7761 0.8889 0.8287 0.9606
0.0551 41.0 4346 0.1444 0.8025 0.8904 0.8442 73 0.625 0.8462 0.7190 65 0.8625 0.92 0.8903 150 0.6944 0.8621 0.7692 29 0.7632 0.8529 0.8056 34 0.7742 0.8889 0.8276 0.9616
0.0518 42.0 4452 0.1678 0.7975 0.8630 0.8289 73 0.6591 0.8923 0.7582 65 0.8679 0.92 0.8932 150 0.5854 0.8276 0.6857 29 0.7692 0.8824 0.8219 34 0.7709 0.8917 0.8269 0.9584
0.0493 43.0 4558 0.1582 0.8077 0.8630 0.8344 73 0.6747 0.8615 0.7568 65 0.8790 0.92 0.8990 150 0.575 0.7931 0.6667 29 0.7949 0.9118 0.8493 34 0.7834 0.8860 0.8316 0.9619
0.0499 44.0 4664 0.1485 0.8493 0.8493 0.8493 73 0.6867 0.8769 0.7703 65 0.8968 0.9267 0.9115 150 0.7059 0.8276 0.7619 29 0.8286 0.8529 0.8406 34 0.8184 0.8860 0.8509 0.9641
0.0486 45.0 4770 0.1577 0.8289 0.8630 0.8456 73 0.6552 0.8769 0.75 65 0.8910 0.9267 0.9085 150 0.6 0.8276 0.6957 29 0.7436 0.8529 0.7945 34 0.7839 0.8889 0.8331 0.9609
0.0449 46.0 4876 0.1510 0.8228 0.8904 0.8553 73 0.6627 0.8462 0.7432 65 0.8896 0.9133 0.9013 150 0.6410 0.8621 0.7353 29 0.8108 0.8824 0.8451 34 0.7959 0.8889 0.8398 0.9633
0.0473 47.0 4982 0.1571 0.8125 0.8904 0.8497 73 0.6333 0.8769 0.7355 65 0.8797 0.9267 0.9026 150 0.6944 0.8621 0.7692 29 0.6905 0.8529 0.7632 34 0.7759 0.8974 0.8322 0.9619
0.0491 48.0 5088 0.1722 0.8125 0.8904 0.8497 73 0.6404 0.8769 0.7403 65 0.8625 0.92 0.8903 150 0.5682 0.8621 0.6849 29 0.7143 0.8824 0.7895 34 0.7590 0.8974 0.8225 0.9572
0.0471 49.0 5194 0.1649 0.8333 0.8904 0.8609 73 0.6744 0.8923 0.7682 65 0.8854 0.9267 0.9055 150 0.6410 0.8621 0.7353 29 0.75 0.8824 0.8108 34 0.7925 0.9031 0.8442 0.9623
0.0454 50.0 5300 0.1550 0.8101 0.8767 0.8421 73 0.6951 0.8769 0.7755 65 0.8742 0.9267 0.8997 150 0.7143 0.8621 0.7813 29 0.7436 0.8529 0.7945 34 0.7970 0.8946 0.8430 0.9646
0.0453 51.0 5406 0.1557 0.8101 0.8767 0.8421 73 0.7105 0.8308 0.7660 65 0.8797 0.9267 0.9026 150 0.6316 0.8276 0.7164 29 0.7436 0.8529 0.7945 34 0.7949 0.8832 0.8367 0.9638
0.0467 52.0 5512 0.1668 0.8421 0.8767 0.8591 73 0.6591 0.8923 0.7582 65 0.8968 0.9267 0.9115 150 0.5714 0.8276 0.6761 29 0.7436 0.8529 0.7945 34 0.785 0.8946 0.8362 0.9606
0.0415 53.0 5618 0.1649 0.8205 0.8767 0.8477 73 0.6477 0.8769 0.7451 65 0.8861 0.9333 0.9091 150 0.5714 0.8276 0.6761 29 0.7073 0.8529 0.7733 34 0.7715 0.8946 0.8285 0.9599
0.0428 54.0 5724 0.1656 0.8553 0.8904 0.8725 73 0.6517 0.8923 0.7532 65 0.8924 0.94 0.9156 150 0.6154 0.8276 0.7059 29 0.7838 0.8529 0.8169 34 0.7945 0.9031 0.8453 0.9619
0.042 55.0 5830 0.1677 0.825 0.9041 0.8627 73 0.6591 0.8923 0.7582 65 0.8854 0.9267 0.9055 150 0.625 0.8621 0.7246 29 0.8056 0.8529 0.8286 34 0.7905 0.9031 0.8431 0.9604
0.0412 56.0 5936 0.1510 0.8553 0.8904 0.8725 73 0.7125 0.8769 0.7862 65 0.8726 0.9133 0.8925 150 0.6667 0.8276 0.7385 29 0.8056 0.8529 0.8286 34 0.8104 0.8889 0.8478 0.9655
0.0409 57.0 6042 0.1590 0.8421 0.8767 0.8591 73 0.6923 0.8308 0.7552 65 0.8846 0.92 0.9020 150 0.7027 0.8966 0.7879 29 0.8333 0.8824 0.8571 34 0.8146 0.8889 0.8501 0.9653
0.0396 58.0 6148 0.1671 0.8077 0.8630 0.8344 73 0.7215 0.8769 0.7917 65 0.8742 0.9267 0.8997 150 0.6098 0.8621 0.7143 29 0.7632 0.8529 0.8056 34 0.7924 0.8917 0.8391 0.9621
0.0392 59.0 6254 0.1591 0.8333 0.8904 0.8609 73 0.7089 0.8615 0.7778 65 0.8718 0.9067 0.8889 150 0.6842 0.8966 0.7761 29 0.8056 0.8529 0.8286 34 0.8062 0.8889 0.8455 0.9646
0.0392 60.0 6360 0.1601 0.8333 0.8904 0.8609 73 0.6962 0.8462 0.7639 65 0.8854 0.9267 0.9055 150 0.6579 0.8621 0.7463 29 0.8056 0.8529 0.8286 34 0.8067 0.8917 0.8471 0.9641
0.0396 61.0 6466 0.1681 0.8312 0.8767 0.8533 73 0.6591 0.8923 0.7582 65 0.8861 0.9333 0.9091 150 0.625 0.8621 0.7246 29 0.7778 0.8235 0.8000 34 0.7895 0.8974 0.84 0.9621
0.0402 62.0 6572 0.1676 0.8077 0.8630 0.8344 73 0.6790 0.8462 0.7534 65 0.8917 0.9333 0.9121 150 0.6410 0.8621 0.7353 29 0.7778 0.8235 0.8000 34 0.7954 0.8860 0.8383 0.9621
0.0391 63.0 6678 0.1607 0.8025 0.8904 0.8442 73 0.6707 0.8462 0.7483 65 0.8625 0.92 0.8903 150 0.6944 0.8621 0.7692 29 0.8333 0.8824 0.8571 34 0.7924 0.8917 0.8391 0.9641
0.0378 64.0 6784 0.1592 0.8571 0.9041 0.88 73 0.6835 0.8308 0.75 65 0.8625 0.92 0.8903 150 0.6579 0.8621 0.7463 29 0.8286 0.8529 0.8406 34 0.8021 0.8889 0.8432 0.9631
0.0376 65.0 6890 0.1678 0.8125 0.8904 0.8497 73 0.6875 0.8462 0.7586 65 0.8797 0.9267 0.9026 150 0.625 0.8621 0.7246 29 0.7368 0.8235 0.7778 34 0.7879 0.8889 0.8353 0.9619
0.0369 66.0 6996 0.1692 0.8354 0.9041 0.8684 73 0.6477 0.8769 0.7451 65 0.8679 0.92 0.8932 150 0.6410 0.8621 0.7353 29 0.7838 0.8529 0.8169 34 0.7836 0.8974 0.8367 0.9606
0.0366 67.0 7102 0.1676 0.8125 0.8904 0.8497 73 0.7 0.8615 0.7724 65 0.8734 0.92 0.8961 150 0.625 0.8621 0.7246 29 0.8056 0.8529 0.8286 34 0.7944 0.8917 0.8403 0.9628
0.0353 68.0 7208 0.1710 0.8333 0.8904 0.8609 73 0.6129 0.8769 0.7215 65 0.8625 0.92 0.8903 150 0.625 0.8621 0.7246 29 0.7838 0.8529 0.8169 34 0.7696 0.8946 0.8274 0.9596
0.0342 69.0 7314 0.1653 0.8333 0.8904 0.8609 73 0.6512 0.8615 0.7417 65 0.8742 0.9267 0.8997 150 0.6757 0.8621 0.7576 29 0.8056 0.8529 0.8286 34 0.7929 0.8946 0.8407 0.9646
0.0339 70.0 7420 0.1682 0.825 0.9041 0.8627 73 0.6875 0.8462 0.7586 65 0.8742 0.9267 0.8997 150 0.6842 0.8966 0.7761 29 0.8056 0.8529 0.8286 34 0.8015 0.8974 0.8468 0.9641
0.0358 71.0 7526 0.1757 0.8442 0.8904 0.8667 73 0.6552 0.8769 0.75 65 0.8634 0.9267 0.8939 150 0.6 0.8276 0.6957 29 0.7778 0.8235 0.8000 34 0.7805 0.8917 0.8324 0.9616
0.0333 72.0 7632 0.1739 0.8442 0.8904 0.8667 73 0.6790 0.8462 0.7534 65 0.8734 0.92 0.8961 150 0.6486 0.8276 0.7273 29 0.8056 0.8529 0.8286 34 0.7995 0.8860 0.8405 0.9638
0.0346 73.0 7738 0.1735 0.8442 0.8904 0.8667 73 0.7089 0.8615 0.7778 65 0.8805 0.9333 0.9061 150 0.6857 0.8276 0.75 29 0.8 0.8235 0.8116 34 0.8130 0.8917 0.8505 0.9655
0.033 74.0 7844 0.1750 0.8333 0.8904 0.8609 73 0.6974 0.8154 0.7518 65 0.8634 0.9267 0.8939 150 0.6154 0.8276 0.7059 29 0.8056 0.8529 0.8286 34 0.7949 0.8832 0.8367 0.9633
0.0331 75.0 7950 0.1731 0.8462 0.9041 0.8742 73 0.6867 0.8769 0.7703 65 0.8846 0.92 0.9020 150 0.6410 0.8621 0.7353 29 0.8056 0.8529 0.8286 34 0.8036 0.8974 0.8479 0.9628
0.0342 76.0 8056 0.1732 0.825 0.9041 0.8627 73 0.6747 0.8615 0.7568 65 0.8797 0.9267 0.9026 150 0.6667 0.8276 0.7385 29 0.8286 0.8529 0.8406 34 0.8010 0.8946 0.8452 0.9631
0.0327 77.0 8162 0.1716 0.8462 0.9041 0.8742 73 0.7037 0.8769 0.7808 65 0.8679 0.92 0.8932 150 0.7143 0.8621 0.7813 29 0.8571 0.8824 0.8696 34 0.8144 0.9003 0.8552 0.9660
0.0327 78.0 8268 0.1736 0.825 0.9041 0.8627 73 0.6506 0.8308 0.7297 65 0.8790 0.92 0.8990 150 0.6410 0.8621 0.7353 29 0.8529 0.8529 0.8529 34 0.7939 0.8889 0.8387 0.9631
0.0302 79.0 8374 0.1748 0.8354 0.9041 0.8684 73 0.6747 0.8615 0.7568 65 0.8679 0.92 0.8932 150 0.6944 0.8621 0.7692 29 0.7568 0.8235 0.7887 34 0.7944 0.8917 0.8403 0.9633
0.0299 80.0 8480 0.1755 0.8462 0.9041 0.8742 73 0.7108 0.9077 0.7973 65 0.8790 0.92 0.8990 150 0.6944 0.8621 0.7692 29 0.8333 0.8824 0.8571 34 0.8154 0.9060 0.8583 0.9646
0.0316 81.0 8586 0.1735 0.8442 0.8904 0.8667 73 0.6707 0.8462 0.7483 65 0.8662 0.9067 0.8860 150 0.6486 0.8276 0.7273 29 0.8286 0.8529 0.8406 34 0.7964 0.8803 0.8363 0.9633
0.0294 82.0 8692 0.1731 0.8354 0.9041 0.8684 73 0.6707 0.8462 0.7483 65 0.8688 0.9267 0.8968 150 0.6757 0.8621 0.7576 29 0.8788 0.8529 0.8657 34 0.8031 0.8946 0.8464 0.9633
0.0303 83.0 8798 0.1789 0.8312 0.8767 0.8533 73 0.6707 0.8462 0.7483 65 0.8679 0.92 0.8932 150 0.6 0.8276 0.6957 29 0.7632 0.8529 0.8056 34 0.7828 0.8832 0.8300 0.9619
0.0299 84.0 8904 0.1769 0.8333 0.8904 0.8609 73 0.6790 0.8462 0.7534 65 0.8634 0.9267 0.8939 150 0.6757 0.8621 0.7576 29 0.8108 0.8824 0.8451 34 0.7970 0.8946 0.8430 0.9638
0.031 85.0 9010 0.1866 0.8333 0.8904 0.8609 73 0.6782 0.9077 0.7763 65 0.8854 0.9267 0.9055 150 0.6757 0.8621 0.7576 29 0.7632 0.8529 0.8056 34 0.7985 0.9031 0.8476 0.9621
0.0303 86.0 9116 0.1748 0.8289 0.8630 0.8456 73 0.6923 0.8308 0.7552 65 0.8634 0.9267 0.8939 150 0.6579 0.8621 0.7463 29 0.8056 0.8529 0.8286 34 0.7969 0.8832 0.8378 0.9628
0.0302 87.0 9222 0.1736 0.8462 0.9041 0.8742 73 0.6867 0.8769 0.7703 65 0.8790 0.92 0.8990 150 0.6757 0.8621 0.7576 29 0.8485 0.8235 0.8358 34 0.8093 0.8946 0.8498 0.9643
0.0294 88.0 9328 0.1745 0.8442 0.8904 0.8667 73 0.6951 0.8769 0.7755 65 0.8854 0.9267 0.9055 150 0.6857 0.8276 0.75 29 0.8286 0.8529 0.8406 34 0.8135 0.8946 0.8521 0.9653
0.028 89.0 9434 0.1782 0.8442 0.8904 0.8667 73 0.6914 0.8615 0.7671 65 0.8861 0.9333 0.9091 150 0.6316 0.8276 0.7164 29 0.8056 0.8529 0.8286 34 0.8051 0.8946 0.8475 0.9636
0.031 90.0 9540 0.1781 0.8442 0.8904 0.8667 73 0.6829 0.8615 0.7619 65 0.8797 0.9267 0.9026 150 0.6316 0.8276 0.7164 29 0.8286 0.8529 0.8406 34 0.8026 0.8917 0.8448 0.9636
0.0296 91.0 9646 0.1821 0.8442 0.8904 0.8667 73 0.6706 0.8769 0.76 65 0.8797 0.9267 0.9026 150 0.6154 0.8276 0.7059 29 0.8056 0.8529 0.8286 34 0.7949 0.8946 0.8418 0.9633
0.0293 92.0 9752 0.1803 0.8442 0.8904 0.8667 73 0.6786 0.8769 0.7651 65 0.8854 0.9267 0.9055 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7990 0.8946 0.8441 0.9633
0.0263 93.0 9858 0.1816 0.8333 0.8904 0.8609 73 0.6786 0.8769 0.7651 65 0.8734 0.92 0.8961 150 0.6757 0.8621 0.7576 29 0.7838 0.8529 0.8169 34 0.7970 0.8946 0.8430 0.9628
0.0266 94.0 9964 0.1820 0.8442 0.8904 0.8667 73 0.7024 0.9077 0.7919 65 0.8742 0.9267 0.8997 150 0.6486 0.8276 0.7273 29 0.7838 0.8529 0.8169 34 0.8020 0.9003 0.8483 0.9631
0.0277 95.0 10070 0.1841 0.8442 0.8904 0.8667 73 0.6941 0.9077 0.7867 65 0.8742 0.9267 0.8997 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7980 0.9003 0.8461 0.9631
0.0273 96.0 10176 0.1806 0.8442 0.8904 0.8667 73 0.6867 0.8769 0.7703 65 0.8742 0.9267 0.8997 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7970 0.8946 0.8430 0.9633
0.027 97.0 10282 0.1831 0.8442 0.8904 0.8667 73 0.6706 0.8769 0.76 65 0.8742 0.9267 0.8997 150 0.6154 0.8276 0.7059 29 0.7838 0.8529 0.8169 34 0.7909 0.8946 0.8396 0.9621
0.0266 98.0 10388 0.1830 0.8442 0.8904 0.8667 73 0.6988 0.8923 0.7838 65 0.8742 0.9267 0.8997 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7995 0.8974 0.8456 0.9628
0.0273 99.0 10494 0.1830 0.8442 0.8904 0.8667 73 0.6988 0.8923 0.7838 65 0.8742 0.9267 0.8997 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7995 0.8974 0.8456 0.9628
0.0281 100.0 10600 0.1823 0.8442 0.8904 0.8667 73 0.6786 0.8769 0.7651 65 0.8742 0.9267 0.8997 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7949 0.8946 0.8418 0.9626

Framework versions

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