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nerugm-lora-r8-4

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-lora-r8-4
    results: []

nerugm-lora-r8-4

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: 0.1318
  • Location Precision: 0.7349
  • Location Recall: 0.8356
  • Location F1: 0.7821
  • Location Number: 73
  • Organization Precision: 0.6623
  • Organization Recall: 0.7846
  • Organization F1: 0.7183
  • Organization Number: 65
  • Person Precision: 0.8634
  • Person Recall: 0.9267
  • Person F1: 0.8939
  • Person Number: 150
  • Quantity Precision: 0.6111
  • Quantity Recall: 0.7586
  • Quantity F1: 0.6769
  • Quantity Number: 29
  • Time Precision: 0.775
  • Time Recall: 0.9118
  • Time F1: 0.8378
  • Time Number: 34
  • Overall Precision: 0.7657
  • Overall Recall: 0.8661
  • Overall F1: 0.8128
  • Overall Accuracy: 0.9587

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
1.2491 1.0 106 0.7289 0.0 0.0 0.0 73 0.0 0.0 0.0 65 0.0 0.0 0.0 150 0.0 0.0 0.0 29 0.0 0.0 0.0 34 0.0 0.0 0.0 0.8366
0.7042 2.0 212 0.6215 0.0 0.0 0.0 73 0.0 0.0 0.0 65 0.1667 0.0067 0.0128 150 0.0 0.0 0.0 29 0.0 0.0 0.0 34 0.1429 0.0028 0.0056 0.8376
0.6157 3.0 318 0.5324 0.3333 0.0137 0.0263 73 0.0 0.0 0.0 65 0.25 0.0333 0.0588 150 0.0 0.0 0.0 29 0.0 0.0 0.0 34 0.1714 0.0171 0.0311 0.8437
0.5215 4.0 424 0.4347 0.6364 0.0959 0.1667 73 0.0667 0.0154 0.025 65 0.4 0.2533 0.3102 150 0.0 0.0 0.0 29 0.3889 0.2059 0.2692 34 0.3813 0.1510 0.2163 0.8708
0.4311 5.0 530 0.3518 0.5238 0.3014 0.3826 73 0.2759 0.1231 0.1702 65 0.6 0.62 0.6098 150 0.125 0.0345 0.0541 29 0.6364 0.6176 0.6269 34 0.5431 0.4131 0.4693 0.9048
0.3468 6.0 636 0.2931 0.5 0.5342 0.5166 73 0.3968 0.3846 0.3906 65 0.7 0.8867 0.7824 150 0.3871 0.4138 0.4000 29 0.625 0.7353 0.6757 34 0.5821 0.6667 0.6215 0.9237
0.2867 7.0 742 0.2470 0.5730 0.6986 0.6296 73 0.4051 0.4923 0.4444 65 0.7405 0.9133 0.8179 150 0.3889 0.4828 0.4308 29 0.65 0.7647 0.7027 34 0.6061 0.7407 0.6667 0.9328
0.2534 8.0 848 0.2196 0.5778 0.7123 0.6380 73 0.4675 0.5538 0.5070 65 0.7598 0.9067 0.8267 150 0.4118 0.4828 0.4444 29 0.6341 0.7647 0.6933 34 0.6271 0.7521 0.6839 0.9355
0.225 9.0 954 0.1991 0.6556 0.8082 0.7239 73 0.4824 0.6308 0.5467 65 0.7740 0.9133 0.8379 150 0.4118 0.4828 0.4444 29 0.675 0.7941 0.7297 34 0.6526 0.7920 0.7156 0.9404
0.2073 10.0 1060 0.1878 0.6667 0.8219 0.7362 73 0.5119 0.6615 0.5772 65 0.7727 0.9067 0.8344 150 0.4545 0.5172 0.4839 29 0.725 0.8529 0.7838 34 0.6690 0.8063 0.7313 0.9422
0.1928 11.0 1166 0.1793 0.6526 0.8493 0.7381 73 0.5114 0.6923 0.5882 65 0.7697 0.9133 0.8354 150 0.4474 0.5862 0.5075 29 0.6905 0.8529 0.7632 34 0.6576 0.8262 0.7323 0.9427
0.1834 12.0 1272 0.1778 0.6526 0.8493 0.7381 73 0.5217 0.7385 0.6115 65 0.7771 0.9067 0.8369 150 0.4737 0.6207 0.5373 29 0.7143 0.8824 0.7895 34 0.6652 0.8376 0.7415 0.9429
0.172 13.0 1378 0.1679 0.6667 0.8493 0.7470 73 0.5341 0.7231 0.6144 65 0.7861 0.9067 0.8421 150 0.4872 0.6552 0.5588 29 0.7143 0.8824 0.7895 34 0.6759 0.8376 0.7481 0.9459
0.171 14.0 1484 0.1659 0.6966 0.8493 0.7654 73 0.5543 0.7846 0.6497 65 0.7895 0.9 0.8411 150 0.4872 0.6552 0.5588 29 0.6977 0.8824 0.7792 34 0.6843 0.8462 0.7567 0.9456
0.1631 15.0 1590 0.1693 0.6495 0.8630 0.7412 73 0.5455 0.7385 0.6275 65 0.7965 0.9133 0.8509 150 0.5526 0.7241 0.6269 29 0.6977 0.8824 0.7792 34 0.6826 0.8519 0.7579 0.9451
0.1579 16.0 1696 0.1637 0.6632 0.8630 0.75 73 0.5393 0.7385 0.6234 65 0.8095 0.9067 0.8553 150 0.525 0.7241 0.6087 29 0.6818 0.8824 0.7692 34 0.6835 0.8490 0.7573 0.9476
0.1558 17.0 1802 0.1595 0.7 0.8630 0.7730 73 0.5319 0.7692 0.6289 65 0.8 0.9067 0.8500 150 0.5 0.6897 0.5797 29 0.6977 0.8824 0.7792 34 0.6842 0.8519 0.7589 0.9486
0.15 18.0 1908 0.1526 0.7191 0.8767 0.7901 73 0.5882 0.7692 0.6667 65 0.8133 0.9 0.8544 150 0.5405 0.6897 0.6061 29 0.7143 0.8824 0.7895 34 0.7136 0.8519 0.7766 0.9508
0.1469 19.0 2014 0.1538 0.7191 0.8767 0.7901 73 0.5306 0.8 0.6380 65 0.8133 0.9 0.8544 150 0.5946 0.7586 0.6667 29 0.7143 0.8824 0.7895 34 0.7014 0.8632 0.7739 0.9503
0.1429 20.0 2120 0.1472 0.7241 0.8630 0.7875 73 0.5904 0.7538 0.6622 65 0.8133 0.9 0.8544 150 0.5526 0.7241 0.6269 29 0.7317 0.8824 0.8 34 0.7181 0.8490 0.7781 0.9525
0.1419 21.0 2226 0.1474 0.7241 0.8630 0.7875 73 0.5882 0.7692 0.6667 65 0.8232 0.9 0.8599 150 0.5789 0.7586 0.6567 29 0.6818 0.8824 0.7692 34 0.7177 0.8547 0.7802 0.9525
0.1365 22.0 2332 0.1541 0.7143 0.8904 0.7927 73 0.5484 0.7846 0.6456 65 0.8434 0.9333 0.8861 150 0.6053 0.7931 0.6866 29 0.6667 0.8824 0.7595 34 0.7136 0.8803 0.7883 0.9518
0.1356 23.0 2438 0.1455 0.7273 0.8767 0.7950 73 0.5618 0.7692 0.6494 65 0.8242 0.9067 0.8635 150 0.5946 0.7586 0.6667 29 0.7561 0.9118 0.8267 34 0.7214 0.8632 0.7860 0.9535
0.1326 24.0 2544 0.1505 0.7065 0.8904 0.7879 73 0.5543 0.7846 0.6497 65 0.8364 0.92 0.8762 150 0.5897 0.7931 0.6765 29 0.6818 0.8824 0.7692 34 0.7106 0.8746 0.7842 0.9523
0.13 25.0 2650 0.1473 0.7143 0.8904 0.7927 73 0.5698 0.7538 0.6490 65 0.8415 0.92 0.8790 150 0.5897 0.7931 0.6765 29 0.6818 0.8824 0.7692 34 0.7193 0.8689 0.7871 0.9530
0.1321 26.0 2756 0.1409 0.7412 0.8630 0.7975 73 0.6104 0.7231 0.6620 65 0.8405 0.9133 0.8754 150 0.6111 0.7586 0.6769 29 0.7317 0.8824 0.8 34 0.7438 0.8519 0.7942 0.9552
0.1272 27.0 2862 0.1427 0.7412 0.8630 0.7975 73 0.5802 0.7231 0.6438 65 0.8476 0.9267 0.8854 150 0.6053 0.7931 0.6866 29 0.6818 0.8824 0.7692 34 0.7330 0.8604 0.7916 0.9547
0.1278 28.0 2968 0.1453 0.7241 0.8630 0.7875 73 0.5854 0.7385 0.6531 65 0.8528 0.9267 0.8882 150 0.5526 0.7241 0.6269 29 0.6977 0.8824 0.7792 34 0.7288 0.8575 0.7880 0.9527
0.1242 29.0 3074 0.1453 0.7209 0.8493 0.7799 73 0.5795 0.7846 0.6667 65 0.8466 0.92 0.8818 150 0.5385 0.7241 0.6176 29 0.6977 0.8824 0.7792 34 0.7208 0.8604 0.7844 0.9540
0.1208 30.0 3180 0.1393 0.75 0.8630 0.8025 73 0.6154 0.7385 0.6713 65 0.8457 0.9133 0.8782 150 0.5676 0.7241 0.6364 29 0.75 0.8824 0.8108 34 0.7456 0.8519 0.7952 0.9562
0.1213 31.0 3286 0.1461 0.7442 0.8767 0.8050 73 0.5484 0.7846 0.6456 65 0.8447 0.9067 0.8746 150 0.5641 0.7586 0.6471 29 0.6591 0.8529 0.7436 34 0.7139 0.8604 0.7804 0.9532
0.1181 32.0 3392 0.1417 0.7442 0.8767 0.8050 73 0.5730 0.7846 0.6623 65 0.8519 0.92 0.8846 150 0.5526 0.7241 0.6269 29 0.725 0.8529 0.7838 34 0.7301 0.8632 0.7911 0.9557
0.1191 33.0 3498 0.1410 0.7529 0.8767 0.8101 73 0.5618 0.7692 0.6494 65 0.8415 0.92 0.8790 150 0.5789 0.7586 0.6567 29 0.6905 0.8529 0.7632 34 0.7249 0.8632 0.7880 0.9555
0.1156 34.0 3604 0.1408 0.7356 0.8767 0.8 73 0.5833 0.7538 0.6577 65 0.8519 0.92 0.8846 150 0.5641 0.7586 0.6471 29 0.7073 0.8529 0.7733 34 0.7312 0.8604 0.7906 0.9557
0.1159 35.0 3710 0.1430 0.7356 0.8767 0.8 73 0.5814 0.7692 0.6623 65 0.8476 0.9267 0.8854 150 0.5641 0.7586 0.6471 29 0.6744 0.8529 0.7532 34 0.7255 0.8661 0.7896 0.9542
0.1133 36.0 3816 0.1378 0.75 0.8630 0.8025 73 0.5833 0.7538 0.6577 65 0.8457 0.9133 0.8782 150 0.5946 0.7586 0.6667 29 0.7143 0.8824 0.7895 34 0.7359 0.8575 0.7921 0.9559
0.1141 37.0 3922 0.1476 0.7241 0.8630 0.7875 73 0.5591 0.8 0.6582 65 0.8485 0.9333 0.8889 150 0.55 0.7586 0.6377 29 0.6591 0.8529 0.7436 34 0.7133 0.8718 0.7846 0.9530
0.1131 38.0 4028 0.1364 0.7590 0.8630 0.8077 73 0.6104 0.7231 0.6620 65 0.8537 0.9333 0.8917 150 0.5946 0.7586 0.6667 29 0.75 0.8824 0.8108 34 0.7531 0.8604 0.8032 0.9572
0.1107 39.0 4134 0.1446 0.7273 0.8767 0.7950 73 0.5652 0.8 0.6624 65 0.8485 0.9333 0.8889 150 0.5641 0.7586 0.6471 29 0.6744 0.8529 0.7532 34 0.7190 0.8746 0.7892 0.9542
0.1096 40.0 4240 0.1409 0.7241 0.8630 0.7875 73 0.5795 0.7846 0.6667 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.7073 0.8529 0.7733 34 0.7361 0.8661 0.7958 0.9555
0.1076 41.0 4346 0.1396 0.7412 0.8630 0.7975 73 0.6 0.7846 0.6800 65 0.8589 0.9333 0.8946 150 0.6111 0.7586 0.6769 29 0.7073 0.8529 0.7733 34 0.7439 0.8689 0.8016 0.9569
0.1074 42.0 4452 0.1412 0.7412 0.8630 0.7975 73 0.5930 0.7846 0.6755 65 0.8476 0.9267 0.8854 150 0.55 0.7586 0.6377 29 0.7317 0.8824 0.8 34 0.7332 0.8689 0.7953 0.9562
0.1068 43.0 4558 0.1361 0.7412 0.8630 0.7975 73 0.6267 0.7231 0.6714 65 0.8424 0.9267 0.8825 150 0.5946 0.7586 0.6667 29 0.775 0.9118 0.8378 34 0.7512 0.8604 0.8021 0.9584
0.1067 44.0 4664 0.1334 0.7561 0.8493 0.8000 73 0.6282 0.7538 0.6853 65 0.8373 0.9267 0.8797 150 0.5946 0.7586 0.6667 29 0.7949 0.9118 0.8493 34 0.7537 0.8632 0.8048 0.9584
0.1053 45.0 4770 0.1370 0.7412 0.8630 0.7975 73 0.6 0.7846 0.6800 65 0.8537 0.9333 0.8917 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7488 0.8746 0.8068 0.9579
0.1028 46.0 4876 0.1316 0.7683 0.8630 0.8129 73 0.6098 0.7692 0.6803 65 0.8589 0.9333 0.8946 150 0.6389 0.7931 0.7077 29 0.7949 0.9118 0.8493 34 0.7637 0.8746 0.8154 0.9589
0.1061 47.0 4982 0.1331 0.7590 0.8630 0.8077 73 0.6076 0.7385 0.6667 65 0.8485 0.9333 0.8889 150 0.6216 0.7931 0.6970 29 0.7317 0.8824 0.8 34 0.7506 0.8661 0.8042 0.9582
0.104 48.0 5088 0.1344 0.7590 0.8630 0.8077 73 0.6071 0.7846 0.6846 65 0.8537 0.9333 0.8917 150 0.5946 0.7586 0.6667 29 0.7317 0.8824 0.8 34 0.7482 0.8718 0.8053 0.9579
0.1025 49.0 5194 0.1350 0.75 0.8630 0.8025 73 0.5882 0.7692 0.6667 65 0.8634 0.9267 0.8939 150 0.5946 0.7586 0.6667 29 0.7317 0.8824 0.8 34 0.7451 0.8661 0.8011 0.9569
0.1032 50.0 5300 0.1372 0.75 0.8630 0.8025 73 0.6125 0.7538 0.6759 65 0.8485 0.9333 0.8889 150 0.5789 0.7586 0.6567 29 0.7317 0.8824 0.8 34 0.7451 0.8661 0.8011 0.9569
0.0993 51.0 5406 0.1356 0.7326 0.8630 0.7925 73 0.5714 0.7385 0.6443 65 0.8415 0.92 0.8790 150 0.6111 0.7586 0.6769 29 0.7317 0.8824 0.8 34 0.7324 0.8575 0.7900 0.9557
0.0992 52.0 5512 0.1370 0.7412 0.8630 0.7975 73 0.6486 0.7385 0.6906 65 0.8485 0.9333 0.8889 150 0.5789 0.7586 0.6567 29 0.7317 0.8824 0.8 34 0.7519 0.8632 0.8037 0.9577
0.0994 53.0 5618 0.1401 0.7241 0.8630 0.7875 73 0.5843 0.8 0.6753 65 0.8528 0.9267 0.8882 150 0.5946 0.7586 0.6667 29 0.7317 0.8824 0.8 34 0.7338 0.8718 0.7969 0.9572
0.0993 54.0 5724 0.1364 0.75 0.8630 0.8025 73 0.5795 0.7846 0.6667 65 0.8528 0.9267 0.8882 150 0.6216 0.7931 0.6970 29 0.7317 0.8824 0.8 34 0.7409 0.8718 0.8010 0.9567
0.0971 55.0 5830 0.1400 0.7529 0.8767 0.8101 73 0.5444 0.7538 0.6323 65 0.8528 0.9267 0.8882 150 0.5946 0.7586 0.6667 29 0.7317 0.8824 0.8 34 0.7308 0.8661 0.7927 0.9562
0.1 56.0 5936 0.1349 0.75 0.8630 0.8025 73 0.5698 0.7538 0.6490 65 0.8476 0.9267 0.8854 150 0.6111 0.7586 0.6769 29 0.7381 0.9118 0.8158 34 0.7379 0.8661 0.7969 0.9567
0.0987 57.0 6042 0.1363 0.7326 0.8630 0.7925 73 0.6049 0.7538 0.6712 65 0.8476 0.9267 0.8854 150 0.6111 0.7586 0.6769 29 0.7317 0.8824 0.8 34 0.7426 0.8632 0.7984 0.9562
0.0976 58.0 6148 0.1328 0.7590 0.8630 0.8077 73 0.6267 0.7231 0.6714 65 0.8580 0.9267 0.8910 150 0.5946 0.7586 0.6667 29 0.775 0.9118 0.8378 34 0.7607 0.8604 0.8075 0.9584
0.0957 59.0 6254 0.1330 0.7381 0.8493 0.7898 73 0.6184 0.7231 0.6667 65 0.8580 0.9267 0.8910 150 0.5833 0.7241 0.6462 29 0.7561 0.9118 0.8267 34 0.7519 0.8547 0.8 0.9577
0.0953 60.0 6360 0.1346 0.7683 0.8630 0.8129 73 0.6 0.7846 0.6800 65 0.8528 0.9267 0.8882 150 0.5946 0.7586 0.6667 29 0.775 0.9118 0.8378 34 0.7518 0.8718 0.8074 0.9582
0.0961 61.0 6466 0.1299 0.7590 0.8630 0.8077 73 0.6494 0.7692 0.7042 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.7805 0.9412 0.8533 34 0.7688 0.8718 0.8171 0.9591
0.0951 62.0 6572 0.1375 0.7209 0.8493 0.7799 73 0.6456 0.7846 0.7083 65 0.8466 0.92 0.8818 150 0.5789 0.7586 0.6567 29 0.7317 0.8824 0.8 34 0.7445 0.8632 0.7995 0.9567
0.0935 63.0 6678 0.1345 0.7412 0.8630 0.7975 73 0.6220 0.7846 0.6939 65 0.8476 0.9267 0.8854 150 0.6111 0.7586 0.6769 29 0.7805 0.9412 0.8533 34 0.7525 0.8746 0.8090 0.9567
0.0932 64.0 6784 0.1302 0.775 0.8493 0.8105 73 0.64 0.7385 0.6857 65 0.8528 0.9267 0.8882 150 0.5833 0.7241 0.6462 29 0.7805 0.9412 0.8533 34 0.7646 0.8604 0.8097 0.9584
0.0941 65.0 6890 0.1338 0.7381 0.8493 0.7898 73 0.6494 0.7692 0.7042 65 0.8580 0.9267 0.8910 150 0.6216 0.7931 0.6970 29 0.7619 0.9412 0.8421 34 0.7612 0.8718 0.8127 0.9572
0.0909 66.0 6996 0.1357 0.7381 0.8493 0.7898 73 0.6190 0.8 0.6980 65 0.8528 0.9267 0.8882 150 0.6053 0.7931 0.6866 29 0.7561 0.9118 0.8267 34 0.7488 0.8746 0.8068 0.9569
0.0912 67.0 7102 0.1353 0.7412 0.8630 0.7975 73 0.6420 0.8 0.7123 65 0.8580 0.9267 0.8910 150 0.6216 0.7931 0.6970 29 0.7619 0.9412 0.8421 34 0.7592 0.8803 0.8153 0.9567
0.0903 68.0 7208 0.1336 0.7262 0.8356 0.7771 73 0.6711 0.7846 0.7234 65 0.8688 0.9267 0.8968 150 0.5946 0.7586 0.6667 29 0.7619 0.9412 0.8421 34 0.7644 0.8689 0.8133 0.9577
0.0912 69.0 7314 0.1328 0.7683 0.8630 0.8129 73 0.6118 0.8 0.6933 65 0.8580 0.9267 0.8910 150 0.6389 0.7931 0.7077 29 0.8 0.9412 0.8649 34 0.7630 0.8803 0.8175 0.9579
0.0902 70.0 7420 0.1315 0.7561 0.8493 0.8000 73 0.6447 0.7538 0.6950 65 0.8580 0.9267 0.8910 150 0.6389 0.7931 0.7077 29 0.8 0.9412 0.8649 34 0.7702 0.8689 0.8166 0.9582
0.0908 71.0 7526 0.1357 0.7209 0.8493 0.7799 73 0.6341 0.8 0.7075 65 0.8580 0.9267 0.8910 150 0.6111 0.7586 0.6769 29 0.7381 0.9118 0.8158 34 0.75 0.8718 0.8063 0.9567
0.0897 72.0 7632 0.1334 0.7470 0.8493 0.7949 73 0.6494 0.7692 0.7042 65 0.8580 0.9267 0.8910 150 0.5833 0.7241 0.6462 29 0.7805 0.9412 0.8533 34 0.7619 0.8661 0.8107 0.9574
0.0896 73.0 7738 0.1333 0.7412 0.8630 0.7975 73 0.6375 0.7846 0.7034 65 0.8580 0.9267 0.8910 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7618 0.8746 0.8143 0.9582
0.0882 74.0 7844 0.1297 0.7590 0.8630 0.8077 73 0.6486 0.7385 0.6906 65 0.8580 0.9267 0.8910 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7696 0.8661 0.8150 0.9587
0.0895 75.0 7950 0.1331 0.7412 0.8630 0.7975 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7694 0.8746 0.8187 0.9591
0.0888 76.0 8056 0.1329 0.7531 0.8356 0.7922 73 0.6456 0.7846 0.7083 65 0.8634 0.9267 0.8939 150 0.5833 0.7241 0.6462 29 0.8 0.9412 0.8649 34 0.7657 0.8661 0.8128 0.9589
0.0879 77.0 8162 0.1320 0.7470 0.8493 0.7949 73 0.6494 0.7692 0.7042 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7683 0.8689 0.8155 0.9589
0.0869 78.0 8268 0.1333 0.7470 0.8493 0.7949 73 0.6494 0.7692 0.7042 65 0.8580 0.9267 0.8910 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7638 0.8661 0.8117 0.9584
0.0901 79.0 8374 0.1383 0.7412 0.8630 0.7975 73 0.6506 0.8308 0.7297 65 0.8580 0.9267 0.8910 150 0.5946 0.7586 0.6667 29 0.7381 0.9118 0.8158 34 0.7555 0.8803 0.8132 0.9574
0.0871 80.0 8480 0.1347 0.7381 0.8493 0.7898 73 0.6753 0.8 0.7324 65 0.8634 0.9267 0.8939 150 0.5946 0.7586 0.6667 29 0.775 0.9118 0.8378 34 0.7669 0.8718 0.8160 0.9584
0.0851 81.0 8586 0.1324 0.7381 0.8493 0.7898 73 0.6753 0.8 0.7324 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7714 0.8746 0.8198 0.9589
0.0861 82.0 8692 0.1333 0.7381 0.8493 0.7898 73 0.6753 0.8 0.7324 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7714 0.8746 0.8198 0.9589
0.0877 83.0 8798 0.1340 0.7381 0.8493 0.7898 73 0.6795 0.8154 0.7413 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.7949 0.9118 0.8493 34 0.7714 0.8746 0.8198 0.9589
0.0873 84.0 8904 0.1332 0.7470 0.8493 0.7949 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.8 0.9412 0.8649 34 0.7714 0.8746 0.8198 0.9591
0.0878 85.0 9010 0.1356 0.7294 0.8493 0.7848 73 0.6795 0.8154 0.7413 65 0.8634 0.9267 0.8939 150 0.5946 0.7586 0.6667 29 0.75 0.8824 0.8108 34 0.7631 0.8718 0.8138 0.9582
0.0854 86.0 9116 0.1318 0.7439 0.8356 0.7871 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6389 0.7931 0.7077 29 0.8 0.9412 0.8649 34 0.7727 0.8718 0.8193 0.9591
0.0848 87.0 9222 0.1333 0.7381 0.8493 0.7898 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6216 0.7931 0.6970 29 0.8 0.9412 0.8649 34 0.7694 0.8746 0.8187 0.9587
0.0841 88.0 9328 0.1320 0.7381 0.8493 0.7898 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7663 0.8689 0.8144 0.9584
0.0868 89.0 9434 0.1321 0.7381 0.8493 0.7898 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7663 0.8689 0.8144 0.9589
0.0844 90.0 9540 0.1318 0.7349 0.8356 0.7821 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7657 0.8661 0.8128 0.9587
0.0838 91.0 9646 0.1326 0.7381 0.8493 0.7898 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7669 0.8718 0.8160 0.9591
0.0866 92.0 9752 0.1332 0.7381 0.8493 0.7898 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7669 0.8718 0.8160 0.9589
0.085 93.0 9858 0.1317 0.7439 0.8356 0.7871 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7677 0.8661 0.8139 0.9589
0.084 94.0 9964 0.1322 0.7349 0.8356 0.7821 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7663 0.8689 0.8144 0.9589
0.0838 95.0 10070 0.1319 0.7349 0.8356 0.7821 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7663 0.8689 0.8144 0.9587
0.087 96.0 10176 0.1328 0.7349 0.8356 0.7821 73 0.6667 0.8 0.7273 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7663 0.8689 0.8144 0.9584
0.0832 97.0 10282 0.1314 0.7439 0.8356 0.7871 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7677 0.8661 0.8139 0.9587
0.0859 98.0 10388 0.1315 0.7439 0.8356 0.7871 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7677 0.8661 0.8139 0.9587
0.0838 99.0 10494 0.1318 0.7349 0.8356 0.7821 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7657 0.8661 0.8128 0.9587
0.0849 100.0 10600 0.1318 0.7349 0.8356 0.7821 73 0.6623 0.7846 0.7183 65 0.8634 0.9267 0.8939 150 0.6111 0.7586 0.6769 29 0.775 0.9118 0.8378 34 0.7657 0.8661 0.8128 0.9587

Framework versions

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