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nerugm-seq_bn-3

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

nerugm-seq_bn-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: 0.1728
  • Location Precision: 0.7241
  • Location Recall: 0.8873
  • Location F1: 0.7975
  • Location Number: 71
  • Organization Precision: 0.6023
  • Organization Recall: 0.8154
  • Organization F1: 0.6928
  • Organization Number: 65
  • Person Precision: 0.8447
  • Person Recall: 0.9067
  • Person F1: 0.8746
  • Person Number: 150
  • Quantity Precision: 0.7073
  • Quantity Recall: 0.8788
  • Quantity F1: 0.7838
  • Quantity Number: 33
  • Time Precision: 0.9231
  • Time Recall: 0.8571
  • Time F1: 0.8889
  • Time Number: 28
  • Overall Precision: 0.7568
  • Overall Recall: 0.8790
  • Overall F1: 0.8133
  • Overall Accuracy: 0.9581

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
0.9441 1.0 106 0.6185 0.0 0.0 0.0 71 0.0 0.0 0.0 65 0.3333 0.0067 0.0131 150 0.0 0.0 0.0 33 0.0 0.0 0.0 28 0.3333 0.0029 0.0057 0.8414
0.5645 2.0 212 0.4194 0.44 0.1549 0.2292 71 0.0571 0.0308 0.04 65 0.4709 0.6467 0.5449 150 0.0 0.0 0.0 33 0.5556 0.3571 0.4348 28 0.4225 0.3458 0.3803 0.8877
0.3968 3.0 318 0.3094 0.4565 0.5915 0.5153 71 0.3509 0.3077 0.3279 65 0.5753 0.84 0.6829 150 0.1875 0.1818 0.1846 33 0.875 0.75 0.8077 28 0.5071 0.6196 0.5577 0.9202
0.2937 4.0 424 0.2223 0.4653 0.6620 0.5465 71 0.5172 0.4615 0.4878 65 0.7443 0.8733 0.8037 150 0.4186 0.5455 0.4737 33 0.8519 0.8214 0.8364 28 0.6148 0.7176 0.6622 0.9370
0.2294 5.0 530 0.1804 0.5930 0.7183 0.6497 71 0.5429 0.5846 0.5630 65 0.7738 0.8667 0.8176 150 0.4565 0.6364 0.5316 33 0.9231 0.8571 0.8889 28 0.6667 0.7608 0.7106 0.9428
0.1955 6.0 636 0.1957 0.5980 0.8592 0.7052 71 0.4851 0.7538 0.5904 65 0.7472 0.8867 0.8110 150 0.4444 0.7273 0.5517 33 0.7667 0.8214 0.7931 28 0.6237 0.8357 0.7143 0.9396
0.1799 7.0 742 0.1606 0.6629 0.8310 0.7375 71 0.5875 0.7231 0.6483 65 0.7706 0.8733 0.8187 150 0.5510 0.8182 0.6585 33 0.8 0.8571 0.8276 28 0.6890 0.8300 0.7529 0.9469
0.1628 8.0 848 0.1527 0.6421 0.8592 0.7349 71 0.5556 0.7692 0.6452 65 0.7811 0.88 0.8276 150 0.6 0.8182 0.6923 33 0.8276 0.8571 0.8421 28 0.6869 0.8473 0.7587 0.9510
0.1528 9.0 954 0.1416 0.6941 0.8310 0.7564 71 0.5663 0.7231 0.6351 65 0.8086 0.8733 0.8397 150 0.6429 0.8182 0.7200 33 0.8621 0.8929 0.8772 28 0.7207 0.8329 0.7727 0.9522
0.1466 10.0 1060 0.1407 0.6706 0.8028 0.7308 71 0.5696 0.6923 0.625 65 0.8125 0.8667 0.8387 150 0.6512 0.8485 0.7368 33 0.8333 0.8929 0.8621 28 0.7179 0.8213 0.7661 0.9522
0.138 11.0 1166 0.1406 0.6966 0.8732 0.775 71 0.5976 0.7538 0.6667 65 0.8075 0.8667 0.8360 150 0.6512 0.8485 0.7368 33 0.8333 0.8929 0.8621 28 0.7259 0.8473 0.7819 0.9537
0.1314 12.0 1272 0.1420 0.6966 0.8732 0.775 71 0.5747 0.7692 0.6579 65 0.8049 0.88 0.8408 150 0.6512 0.8485 0.7368 33 0.75 0.8571 0.8000 28 0.7133 0.8530 0.7769 0.9534
0.1285 13.0 1378 0.1342 0.6628 0.8028 0.7261 71 0.5618 0.7692 0.6494 65 0.8148 0.88 0.8462 150 0.6667 0.8485 0.7467 33 0.9259 0.8929 0.9091 28 0.7192 0.8415 0.7756 0.9549
0.1301 14.0 1484 0.1278 0.7229 0.8451 0.7792 71 0.5455 0.6462 0.5915 65 0.8199 0.88 0.8489 150 0.7179 0.8485 0.7778 33 0.8333 0.8929 0.8621 28 0.7359 0.8271 0.7788 0.9564
0.1197 15.0 1590 0.1395 0.7045 0.8732 0.7799 71 0.6067 0.8308 0.7013 65 0.8110 0.8867 0.8471 150 0.6136 0.8182 0.7013 33 0.8 0.8571 0.8276 28 0.7229 0.8646 0.7874 0.9539
0.1147 16.0 1696 0.1355 0.7381 0.8732 0.8 71 0.6282 0.7538 0.6853 65 0.8148 0.88 0.8462 150 0.6087 0.8485 0.7089 33 0.75 0.8571 0.8000 28 0.7338 0.8501 0.7877 0.9556
0.1134 17.0 1802 0.1294 0.7349 0.8592 0.7922 71 0.6216 0.7077 0.6619 65 0.8160 0.8867 0.8498 150 0.6279 0.8182 0.7105 33 0.8276 0.8571 0.8421 28 0.7423 0.8386 0.7876 0.9564
0.1103 18.0 1908 0.1350 0.7381 0.8732 0.8 71 0.6386 0.8154 0.7162 65 0.8121 0.8933 0.8508 150 0.6512 0.8485 0.7368 33 0.8276 0.8571 0.8421 28 0.7450 0.8674 0.8016 0.9568
0.1078 19.0 2014 0.1308 0.7439 0.8592 0.7974 71 0.6386 0.8154 0.7162 65 0.8160 0.8867 0.8498 150 0.6429 0.8182 0.7200 33 0.8571 0.8571 0.8571 28 0.7487 0.8588 0.8000 0.9578
0.1051 20.0 2120 0.1283 0.7294 0.8732 0.7949 71 0.6571 0.7077 0.6815 65 0.8272 0.8933 0.8590 150 0.7179 0.8485 0.7778 33 0.8889 0.8571 0.8727 28 0.7676 0.8473 0.8055 0.9588
0.1013 21.0 2226 0.1331 0.7381 0.8732 0.8 71 0.6463 0.8154 0.7211 65 0.8121 0.8933 0.8508 150 0.6512 0.8485 0.7368 33 0.8889 0.8571 0.8727 28 0.7506 0.8674 0.8048 0.9585
0.1015 22.0 2332 0.1462 0.6854 0.8592 0.7625 71 0.5957 0.8615 0.7044 65 0.8072 0.8933 0.8481 150 0.6512 0.8485 0.7368 33 0.8571 0.8571 0.8571 28 0.7214 0.8732 0.7901 0.9530
0.0952 23.0 2438 0.1262 0.7654 0.8732 0.8158 71 0.6842 0.8 0.7376 65 0.8210 0.8867 0.8526 150 0.7179 0.8485 0.7778 33 0.9231 0.8571 0.8889 28 0.7786 0.8617 0.8181 0.9612
0.0957 24.0 2544 0.1411 0.7262 0.8592 0.7871 71 0.6207 0.8308 0.7105 65 0.8024 0.8933 0.8454 150 0.6512 0.8485 0.7368 33 0.8571 0.8571 0.8571 28 0.7359 0.8674 0.7963 0.9556
0.0913 25.0 2650 0.1381 0.7561 0.8732 0.8105 71 0.6790 0.8462 0.7534 65 0.8133 0.9 0.8544 150 0.6364 0.8485 0.7273 33 0.8276 0.8571 0.8421 28 0.7562 0.8761 0.8117 0.9583
0.091 26.0 2756 0.1377 0.7176 0.8592 0.7821 71 0.6709 0.8154 0.7361 65 0.8204 0.9133 0.8644 150 0.6222 0.8485 0.7179 33 0.8889 0.8571 0.8727 28 0.7519 0.8732 0.808 0.9576
0.0902 27.0 2862 0.1440 0.7093 0.8592 0.7771 71 0.6429 0.8308 0.7248 65 0.8084 0.9 0.8517 150 0.5652 0.7879 0.6582 33 0.8 0.8571 0.8276 28 0.7264 0.8646 0.7895 0.9547
0.087 28.0 2968 0.1355 0.75 0.8451 0.7947 71 0.6180 0.8462 0.7143 65 0.8282 0.9 0.8626 150 0.7179 0.8485 0.7778 33 0.9231 0.8571 0.8889 28 0.7607 0.8703 0.8118 0.9583
0.0849 29.0 3074 0.1335 0.7349 0.8592 0.7922 71 0.5934 0.8308 0.6923 65 0.8121 0.8933 0.8508 150 0.6923 0.8182 0.7500 33 0.9231 0.8571 0.8889 28 0.7426 0.8646 0.7989 0.9585
0.0815 30.0 3180 0.1338 0.7439 0.8592 0.7974 71 0.6625 0.8154 0.7310 65 0.8395 0.9067 0.8718 150 0.6829 0.8485 0.7568 33 0.9231 0.8571 0.8889 28 0.7724 0.8703 0.8184 0.9612
0.0838 31.0 3286 0.1372 0.7176 0.8592 0.7821 71 0.6471 0.8462 0.7333 65 0.8253 0.9133 0.8671 150 0.6829 0.8485 0.7568 33 0.9231 0.8571 0.8889 28 0.7568 0.8790 0.8133 0.9588
0.076 32.0 3392 0.1505 0.7093 0.8592 0.7771 71 0.6022 0.8615 0.7089 65 0.8204 0.9133 0.8644 150 0.6087 0.8485 0.7089 33 0.8889 0.8571 0.8727 28 0.7303 0.8818 0.7990 0.9549
0.0775 33.0 3498 0.1308 0.7561 0.8732 0.8105 71 0.6944 0.7692 0.7299 65 0.8395 0.9067 0.8718 150 0.7568 0.8485 0.8000 33 0.9231 0.8571 0.8889 28 0.7916 0.8646 0.8264 0.9634
0.0768 34.0 3604 0.1335 0.7561 0.8732 0.8105 71 0.6667 0.8615 0.7517 65 0.8385 0.9 0.8682 150 0.7179 0.8485 0.7778 33 0.9231 0.8571 0.8889 28 0.7781 0.8790 0.8254 0.9612
0.0746 35.0 3710 0.1394 0.7262 0.8592 0.7871 71 0.6628 0.8769 0.7550 65 0.8447 0.9067 0.8746 150 0.7 0.8485 0.7671 33 0.9231 0.8571 0.8889 28 0.7708 0.8818 0.8226 0.9588
0.0724 36.0 3816 0.1419 0.7294 0.8732 0.7949 71 0.6044 0.8462 0.7051 65 0.8107 0.9133 0.8589 150 0.7632 0.8788 0.8169 33 0.8889 0.8571 0.8727 28 0.7488 0.8847 0.8111 0.9578
0.0703 37.0 3922 0.1566 0.6932 0.8592 0.7673 71 0.6022 0.8615 0.7089 65 0.8303 0.9133 0.8698 150 0.6 0.8182 0.6923 33 0.8889 0.8571 0.8727 28 0.7297 0.8790 0.7974 0.9517
0.07 38.0 4028 0.1458 0.7093 0.8592 0.7771 71 0.6627 0.8462 0.7432 65 0.8415 0.92 0.8790 150 0.5870 0.8182 0.6835 33 0.8571 0.8571 0.8571 28 0.7494 0.8790 0.8090 0.9571
0.0688 39.0 4134 0.1449 0.7011 0.8592 0.7722 71 0.6087 0.8615 0.7134 65 0.8415 0.92 0.8790 150 0.7436 0.8788 0.8056 33 0.9231 0.8571 0.8889 28 0.7549 0.8876 0.8159 0.9583
0.0691 40.0 4240 0.1356 0.7381 0.8732 0.8 71 0.675 0.8308 0.7448 65 0.8415 0.92 0.8790 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7806 0.8818 0.8281 0.9614
0.0673 41.0 4346 0.1531 0.7011 0.8592 0.7722 71 0.5914 0.8462 0.6962 65 0.8303 0.9133 0.8698 150 0.6136 0.8182 0.7013 33 0.8571 0.8571 0.8571 28 0.7290 0.8761 0.7958 0.9539
0.0663 42.0 4452 0.1425 0.7381 0.8732 0.8 71 0.6364 0.8615 0.7320 65 0.8333 0.9 0.8654 150 0.6667 0.8485 0.7467 33 0.9231 0.8571 0.8889 28 0.7587 0.8790 0.8144 0.9581
0.0639 43.0 4558 0.1413 0.7294 0.8732 0.7949 71 0.68 0.7846 0.7286 65 0.8221 0.8933 0.8562 150 0.7 0.8485 0.7671 33 0.8889 0.8571 0.8727 28 0.7667 0.8617 0.8114 0.9593
0.064 44.0 4664 0.1402 0.7561 0.8732 0.8105 71 0.6279 0.8308 0.7152 65 0.8303 0.9133 0.8698 150 0.7179 0.8485 0.7778 33 0.9231 0.8571 0.8889 28 0.7663 0.8790 0.8188 0.9605
0.0615 45.0 4770 0.1534 0.7011 0.8592 0.7722 71 0.625 0.8462 0.7190 65 0.8457 0.9133 0.8782 150 0.6 0.8182 0.6923 33 0.8889 0.8571 0.8727 28 0.7433 0.8761 0.8042 0.9554
0.0614 46.0 4876 0.1427 0.7561 0.8732 0.8105 71 0.6322 0.8462 0.7237 65 0.8395 0.9067 0.8718 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7722 0.8790 0.8221 0.9612
0.0595 47.0 4982 0.1540 0.7159 0.8873 0.7925 71 0.6364 0.8615 0.7320 65 0.8364 0.92 0.8762 150 0.7 0.8485 0.7671 33 0.8571 0.8571 0.8571 28 0.7555 0.8905 0.8175 0.9573
0.0594 48.0 5088 0.1491 0.7241 0.8873 0.7975 71 0.625 0.8462 0.7190 65 0.8344 0.9067 0.8690 150 0.7073 0.8788 0.7838 33 0.8889 0.8571 0.8727 28 0.7562 0.8847 0.8154 0.9588
0.0579 49.0 5194 0.1488 0.7241 0.8873 0.7975 71 0.6190 0.8 0.6980 65 0.8354 0.9133 0.8726 150 0.6667 0.8485 0.7467 33 0.8889 0.8571 0.8727 28 0.7525 0.8761 0.8096 0.9578
0.0561 50.0 5300 0.1435 0.7470 0.8732 0.8052 71 0.6118 0.8 0.6933 65 0.8395 0.9067 0.8718 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7665 0.8703 0.8151 0.9605
0.056 51.0 5406 0.1516 0.7159 0.8873 0.7925 71 0.6145 0.7846 0.6892 65 0.8253 0.9133 0.8671 150 0.7179 0.8485 0.7778 33 0.8889 0.8571 0.8727 28 0.7519 0.8732 0.808 0.9573
0.0547 52.0 5512 0.1511 0.7470 0.8732 0.8052 71 0.6163 0.8154 0.7020 65 0.8438 0.9 0.8710 150 0.6585 0.8182 0.7297 33 0.8889 0.8571 0.8727 28 0.7582 0.8674 0.8091 0.9588
0.0534 53.0 5618 0.1615 0.7241 0.8873 0.7975 71 0.6087 0.8615 0.7134 65 0.8253 0.9133 0.8671 150 0.6429 0.8182 0.7200 33 0.8889 0.8571 0.8727 28 0.7415 0.8847 0.8068 0.9554
0.0526 54.0 5724 0.1521 0.7381 0.8732 0.8 71 0.6 0.8308 0.6968 65 0.8395 0.9067 0.8718 150 0.7436 0.8788 0.8056 33 0.9231 0.8571 0.8889 28 0.7606 0.8790 0.8155 0.9581
0.0538 55.0 5830 0.1600 0.7079 0.8873 0.7875 71 0.6044 0.8462 0.7051 65 0.8395 0.9067 0.8718 150 0.6 0.8182 0.6923 33 0.8889 0.8571 0.8727 28 0.7367 0.8790 0.8016 0.9551
0.0529 56.0 5936 0.1579 0.7241 0.8873 0.7975 71 0.6111 0.8462 0.7097 65 0.8354 0.9133 0.8726 150 0.6429 0.8182 0.7200 33 0.9231 0.8571 0.8889 28 0.7482 0.8818 0.8095 0.9571
0.05 57.0 6042 0.1494 0.7381 0.8732 0.8 71 0.6447 0.7538 0.6950 65 0.8447 0.9067 0.8746 150 0.7436 0.8788 0.8056 33 0.9231 0.8571 0.8889 28 0.7772 0.8646 0.8186 0.9602
0.0512 58.0 6148 0.1474 0.7294 0.8732 0.7949 71 0.6494 0.7692 0.7042 65 0.8395 0.9067 0.8718 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7732 0.8646 0.8163 0.9597
0.047 59.0 6254 0.1532 0.7126 0.8732 0.7848 71 0.6429 0.8308 0.7248 65 0.8457 0.9133 0.8782 150 0.7179 0.8485 0.7778 33 0.9231 0.8571 0.8889 28 0.7663 0.8790 0.8188 0.9595
0.047 60.0 6360 0.1539 0.7294 0.8732 0.7949 71 0.6111 0.8462 0.7097 65 0.8438 0.9 0.8710 150 0.7632 0.8788 0.8169 33 0.9231 0.8571 0.8889 28 0.7644 0.8790 0.8177 0.9590
0.0465 61.0 6466 0.1599 0.7159 0.8873 0.7925 71 0.6207 0.8308 0.7105 65 0.8354 0.9133 0.8726 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7593 0.8818 0.816 0.9585
0.045 62.0 6572 0.1569 0.7381 0.8732 0.8 71 0.6092 0.8154 0.6974 65 0.8405 0.9133 0.8754 150 0.7436 0.8788 0.8056 33 0.9231 0.8571 0.8889 28 0.7644 0.8790 0.8177 0.9595
0.0468 63.0 6678 0.1519 0.7561 0.8732 0.8105 71 0.6310 0.8154 0.7114 65 0.8438 0.9 0.8710 150 0.7368 0.8485 0.7887 33 0.9231 0.8571 0.8889 28 0.7744 0.8703 0.8195 0.9612
0.0446 64.0 6784 0.1547 0.7349 0.8592 0.7922 71 0.6667 0.8 0.7273 65 0.8457 0.9133 0.8782 150 0.7105 0.8182 0.7606 33 0.9231 0.8571 0.8889 28 0.7778 0.8674 0.8202 0.9610
0.0452 65.0 6890 0.1631 0.7294 0.8732 0.7949 71 0.6044 0.8462 0.7051 65 0.8509 0.9133 0.8810 150 0.6829 0.8485 0.7568 33 0.9231 0.8571 0.8889 28 0.7574 0.8818 0.8149 0.9576
0.0442 66.0 6996 0.1616 0.7294 0.8732 0.7949 71 0.6044 0.8462 0.7051 65 0.8562 0.9133 0.8839 150 0.7073 0.8788 0.7838 33 0.8889 0.8571 0.8727 28 0.7599 0.8847 0.8176 0.9578
0.0431 67.0 7102 0.1608 0.7209 0.8732 0.7898 71 0.6163 0.8154 0.7020 65 0.8344 0.9067 0.8690 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7562 0.8761 0.8117 0.9583
0.0427 68.0 7208 0.1687 0.7159 0.8873 0.7925 71 0.6180 0.8462 0.7143 65 0.8344 0.9067 0.8690 150 0.6136 0.8182 0.7013 33 0.8889 0.8571 0.8727 28 0.7421 0.8790 0.8047 0.9556
0.043 69.0 7314 0.1637 0.7159 0.8873 0.7925 71 0.6067 0.8308 0.7013 65 0.8395 0.9067 0.8718 150 0.725 0.8788 0.7945 33 0.9231 0.8571 0.8889 28 0.7556 0.8818 0.8138 0.9573
0.0426 70.0 7420 0.1629 0.7241 0.8873 0.7975 71 0.6136 0.8308 0.7059 65 0.8395 0.9067 0.8718 150 0.725 0.8788 0.7945 33 0.9231 0.8571 0.8889 28 0.7593 0.8818 0.816 0.9581
0.0439 71.0 7526 0.1787 0.6966 0.8732 0.775 71 0.5938 0.8769 0.7081 65 0.8466 0.92 0.8818 150 0.6744 0.8788 0.7632 33 0.9231 0.8571 0.8889 28 0.7434 0.8934 0.8115 0.9542
0.0409 72.0 7632 0.1614 0.7349 0.8592 0.7922 71 0.6207 0.8308 0.7105 65 0.8447 0.9067 0.8746 150 0.725 0.8788 0.7945 33 0.9231 0.8571 0.8889 28 0.7657 0.8761 0.8172 0.9590
0.0404 73.0 7738 0.1655 0.7241 0.8873 0.7975 71 0.6023 0.8154 0.6928 65 0.8395 0.9067 0.8718 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7550 0.8790 0.8123 0.9578
0.0399 74.0 7844 0.1669 0.7412 0.8873 0.8077 71 0.5955 0.8154 0.6883 65 0.8395 0.9067 0.8718 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7568 0.8790 0.8133 0.9585
0.04 75.0 7950 0.1640 0.7241 0.8873 0.7975 71 0.6207 0.8308 0.7105 65 0.85 0.9067 0.8774 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7631 0.8818 0.8182 0.9583
0.0402 76.0 8056 0.1683 0.7159 0.8873 0.7925 71 0.6067 0.8308 0.7013 65 0.8395 0.9067 0.8718 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7537 0.8818 0.8127 0.9578
0.0402 77.0 8162 0.1702 0.7079 0.8873 0.7875 71 0.6235 0.8154 0.7067 65 0.8344 0.9067 0.8690 150 0.6829 0.8485 0.7568 33 0.9231 0.8571 0.8889 28 0.7525 0.8761 0.8096 0.9576
0.0379 78.0 8268 0.1694 0.7159 0.8873 0.7925 71 0.6023 0.8154 0.6928 65 0.8333 0.9 0.8654 150 0.725 0.8788 0.7945 33 0.9231 0.8571 0.8889 28 0.7525 0.8761 0.8096 0.9583
0.0371 79.0 8374 0.1731 0.7159 0.8873 0.7925 71 0.5955 0.8154 0.6883 65 0.8509 0.9133 0.8810 150 0.6829 0.8485 0.7568 33 0.8889 0.8571 0.8727 28 0.7512 0.8790 0.8101 0.9576
0.0375 80.0 8480 0.1701 0.7326 0.8873 0.8025 71 0.5955 0.8154 0.6883 65 0.8509 0.9133 0.8810 150 0.7 0.8485 0.7671 33 0.9231 0.8571 0.8889 28 0.7587 0.8790 0.8144 0.9576
0.0367 81.0 8586 0.1683 0.7209 0.8732 0.7898 71 0.5955 0.8154 0.6883 65 0.8354 0.9133 0.8726 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7512 0.8790 0.8101 0.9576
0.0369 82.0 8692 0.1746 0.7241 0.8873 0.7975 71 0.5824 0.8154 0.6795 65 0.8519 0.92 0.8846 150 0.7073 0.8788 0.7838 33 0.8889 0.8571 0.8727 28 0.7525 0.8847 0.8132 0.9571
0.0382 83.0 8798 0.1662 0.7126 0.8732 0.7848 71 0.6163 0.8154 0.7020 65 0.8344 0.9067 0.8690 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7543 0.8761 0.8107 0.9581
0.0376 84.0 8904 0.1694 0.7241 0.8873 0.7975 71 0.6092 0.8154 0.6974 65 0.8457 0.9133 0.8782 150 0.6829 0.8485 0.7568 33 0.9231 0.8571 0.8889 28 0.7568 0.8790 0.8133 0.9583
0.0372 85.0 9010 0.1741 0.7241 0.8873 0.7975 71 0.5978 0.8462 0.7006 65 0.8509 0.9133 0.8810 150 0.7 0.8485 0.7671 33 0.8889 0.8571 0.8727 28 0.7543 0.8847 0.8143 0.9571
0.0351 86.0 9116 0.1718 0.7159 0.8873 0.7925 71 0.6023 0.8154 0.6928 65 0.8447 0.9067 0.8746 150 0.7073 0.8788 0.7838 33 0.8889 0.8571 0.8727 28 0.7531 0.8790 0.8112 0.9578
0.0348 87.0 9222 0.1713 0.7241 0.8873 0.7975 71 0.5889 0.8154 0.6839 65 0.8395 0.9067 0.8718 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7512 0.8790 0.8101 0.9581
0.0363 88.0 9328 0.1707 0.7241 0.8873 0.7975 71 0.6092 0.8154 0.6974 65 0.8447 0.9067 0.8746 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7587 0.8790 0.8144 0.9585
0.0371 89.0 9434 0.1718 0.7159 0.8873 0.7925 71 0.5955 0.8154 0.6883 65 0.8405 0.9133 0.8754 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7518 0.8818 0.8117 0.9576
0.0367 90.0 9540 0.1707 0.7326 0.8873 0.8025 71 0.6092 0.8154 0.6974 65 0.8571 0.92 0.8875 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7656 0.8847 0.8209 0.9590
0.0349 91.0 9646 0.1737 0.7241 0.8873 0.7975 71 0.6111 0.8462 0.7097 65 0.8395 0.9067 0.8718 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7562 0.8847 0.8154 0.9578
0.0357 92.0 9752 0.1690 0.7326 0.8873 0.8025 71 0.6235 0.8154 0.7067 65 0.8457 0.9133 0.8782 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.765 0.8818 0.8193 0.9590
0.0345 93.0 9858 0.1714 0.7241 0.8873 0.7975 71 0.6163 0.8154 0.7020 65 0.8457 0.9133 0.8782 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7612 0.8818 0.8171 0.9585
0.0349 94.0 9964 0.1766 0.7241 0.8873 0.7975 71 0.5889 0.8154 0.6839 65 0.8509 0.9133 0.8810 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7556 0.8818 0.8138 0.9576
0.0352 95.0 10070 0.1764 0.7241 0.8873 0.7975 71 0.5889 0.8154 0.6839 65 0.8509 0.9133 0.8810 150 0.7073 0.8788 0.7838 33 0.8889 0.8571 0.8727 28 0.7537 0.8818 0.8127 0.9576
0.0367 96.0 10176 0.1730 0.7241 0.8873 0.7975 71 0.6092 0.8154 0.6974 65 0.8457 0.9133 0.8782 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7593 0.8818 0.816 0.9583
0.0352 97.0 10282 0.1724 0.7241 0.8873 0.7975 71 0.6023 0.8154 0.6928 65 0.8562 0.9133 0.8839 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7612 0.8818 0.8171 0.9581
0.0341 98.0 10388 0.1748 0.7241 0.8873 0.7975 71 0.5824 0.8154 0.6795 65 0.8447 0.9067 0.8746 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7512 0.8790 0.8101 0.9571
0.0331 99.0 10494 0.1726 0.7241 0.8873 0.7975 71 0.6023 0.8154 0.6928 65 0.8447 0.9067 0.8746 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7568 0.8790 0.8133 0.9581
0.0347 100.0 10600 0.1728 0.7241 0.8873 0.7975 71 0.6023 0.8154 0.6928 65 0.8447 0.9067 0.8746 150 0.7073 0.8788 0.7838 33 0.9231 0.8571 0.8889 28 0.7568 0.8790 0.8133 0.9581

Framework versions

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