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nerugm-pt-pl50-0

apwic / nerugm-pt-pl50-0

Run on huggingface.co
huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: July 21 2024

Introduction of nerugm-pt-pl50-0

Model Details of nerugm-pt-pl50-0

nerugm-pt-pl50-0

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: 0.1966
  • Location Precision: 0.7654
  • Location Recall: 0.8986
  • Location F1: 0.8267
  • Location Number: 69
  • Organization Precision: 0.6780
  • Organization Recall: 0.6897
  • Organization F1: 0.6838
  • Organization Number: 58
  • Person Precision: 0.8634
  • Person Recall: 0.9145
  • Person F1: 0.8882
  • Person Number: 152
  • Quantity Precision: 0.7273
  • Quantity Recall: 0.8
  • Quantity F1: 0.7619
  • Quantity Number: 30
  • Time Precision: 0.7576
  • Time Recall: 0.8621
  • Time F1: 0.8065
  • Time Number: 29
  • Overall Precision: 0.7902
  • Overall Recall: 0.8580
  • Overall F1: 0.8227
  • Overall Accuracy: 0.9575
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
0.9829 1.0 106 0.5770 0.0 0.0 0.0 69 0.0 0.0 0.0 58 0.1765 0.0197 0.0355 152 0.0 0.0 0.0 30 0.0 0.0 0.0 29 0.1304 0.0089 0.0166 0.8425
0.4917 2.0 212 0.3249 0.4211 0.2319 0.2991 69 0.0667 0.0345 0.0455 58 0.5734 0.8224 0.6757 152 0.2381 0.1667 0.1961 30 0.5714 0.5517 0.5614 29 0.4896 0.4852 0.4874 0.9058
0.2874 3.0 318 0.2088 0.6022 0.8116 0.6914 69 0.3415 0.4828 0.4000 58 0.7528 0.8816 0.8121 152 0.5952 0.8333 0.6944 30 0.6571 0.7931 0.7188 29 0.6186 0.7870 0.6927 0.9321
0.199 4.0 424 0.1801 0.6 0.8696 0.7101 69 0.5278 0.6552 0.5846 58 0.7611 0.9013 0.8253 152 0.6667 0.8667 0.7536 30 0.5854 0.8276 0.6857 29 0.6597 0.8432 0.7403 0.9401
0.1718 5.0 530 0.1455 0.7108 0.8551 0.7763 69 0.5057 0.7586 0.6069 58 0.8107 0.9013 0.8536 152 0.6842 0.8667 0.7647 30 0.8 0.8276 0.8136 29 0.7125 0.8580 0.7785 0.9513
0.1535 6.0 636 0.1490 0.6923 0.9130 0.7875 69 0.5789 0.7586 0.6567 58 0.8035 0.9145 0.8554 152 0.6190 0.8667 0.7222 30 0.6857 0.8276 0.75 29 0.7098 0.8757 0.7841 0.9536
0.1465 7.0 742 0.1347 0.7875 0.9130 0.8456 69 0.5897 0.7931 0.6765 58 0.8166 0.9079 0.8598 152 0.65 0.8667 0.7429 30 0.8125 0.8966 0.8525 29 0.7494 0.8846 0.8114 0.9585
0.1327 8.0 848 0.1376 0.7792 0.8696 0.8219 69 0.5679 0.7931 0.6619 58 0.8457 0.9013 0.8726 152 0.625 0.8333 0.7143 30 0.6579 0.8621 0.7463 29 0.7362 0.8669 0.7962 0.9547
0.1284 9.0 954 0.1358 0.8 0.9275 0.8591 69 0.6184 0.8103 0.7015 58 0.8333 0.9211 0.875 152 0.6410 0.8333 0.7246 30 0.7576 0.8621 0.8065 29 0.7601 0.8905 0.8202 0.9583
0.1188 10.0 1060 0.1322 0.7875 0.9130 0.8456 69 0.6528 0.8103 0.7231 58 0.8313 0.9079 0.8679 152 0.6579 0.8333 0.7353 30 0.75 0.8276 0.7869 29 0.7655 0.8787 0.8182 0.9588
0.1143 11.0 1166 0.1450 0.6848 0.9130 0.7826 69 0.6479 0.7931 0.7132 58 0.8571 0.9079 0.8818 152 0.5581 0.8 0.6575 30 0.7353 0.8621 0.7937 29 0.7382 0.8757 0.8011 0.9534
0.1099 12.0 1272 0.1337 0.7875 0.9130 0.8456 69 0.6377 0.7586 0.6929 58 0.8528 0.9145 0.8825 152 0.6579 0.8333 0.7353 30 0.7576 0.8621 0.8065 29 0.7728 0.8757 0.8211 0.9585
0.1054 13.0 1378 0.1317 0.8101 0.9275 0.8649 69 0.6711 0.8793 0.7612 58 0.8323 0.9145 0.8715 152 0.6757 0.8333 0.7463 30 0.7576 0.8621 0.8065 29 0.7755 0.8994 0.8329 0.9613
0.1007 14.0 1484 0.1283 0.7875 0.9130 0.8456 69 0.6912 0.8103 0.7460 58 0.8616 0.9013 0.8810 152 0.6667 0.8 0.7273 30 0.7576 0.8621 0.8065 29 0.7872 0.8757 0.8291 0.9616
0.0979 15.0 1590 0.1341 0.7738 0.9420 0.8497 69 0.6230 0.6552 0.6387 58 0.8415 0.9079 0.8734 152 0.6154 0.8 0.6957 30 0.7143 0.8621 0.7813 29 0.7572 0.8580 0.8044 0.9565
0.0933 16.0 1696 0.1339 0.7805 0.9275 0.8477 69 0.6024 0.8621 0.7092 58 0.8580 0.9145 0.8854 152 0.6486 0.8 0.7164 30 0.7812 0.8621 0.8197 29 0.7626 0.8935 0.8229 0.9606
0.0895 17.0 1802 0.1329 0.7805 0.9275 0.8477 69 0.6282 0.8448 0.7206 58 0.8650 0.9276 0.8952 152 0.6316 0.8 0.7059 30 0.7812 0.8621 0.8197 29 0.7710 0.8964 0.8290 0.9613
0.0862 18.0 1908 0.1443 0.7778 0.9130 0.84 69 0.6145 0.8793 0.7234 58 0.8931 0.9342 0.9132 152 0.5581 0.8 0.6575 30 0.75 0.8276 0.7869 29 0.7638 0.8994 0.8261 0.9580
0.0834 19.0 2014 0.1257 0.7975 0.9130 0.8514 69 0.5921 0.7759 0.6716 58 0.8589 0.9211 0.8889 152 0.6316 0.8 0.7059 30 0.7812 0.8621 0.8197 29 0.7655 0.8787 0.8182 0.9606
0.0832 20.0 2120 0.1316 0.7848 0.8986 0.8378 69 0.5952 0.8621 0.7042 58 0.8485 0.9211 0.8833 152 0.7143 0.8333 0.7692 30 0.7576 0.8621 0.8065 29 0.7626 0.8935 0.8229 0.9593
0.0812 21.0 2226 0.1313 0.7683 0.9130 0.8344 69 0.6622 0.8448 0.7424 58 0.8951 0.9539 0.9236 152 0.6944 0.8333 0.7576 30 0.7812 0.8621 0.8197 29 0.7953 0.9083 0.8481 0.9626
0.0766 22.0 2332 0.1385 0.7619 0.9275 0.8366 69 0.5843 0.8966 0.7075 58 0.8938 0.9408 0.9167 152 0.7143 0.8333 0.7692 30 0.7576 0.8621 0.8065 29 0.7706 0.9142 0.8363 0.9577
0.077 23.0 2438 0.1263 0.8219 0.8696 0.8451 69 0.5946 0.7586 0.6667 58 0.8734 0.9079 0.8903 152 0.7143 0.8333 0.7692 30 0.8621 0.8621 0.8621 29 0.7913 0.8639 0.8260 0.9603
0.074 24.0 2544 0.1354 0.7619 0.9275 0.8366 69 0.6053 0.7931 0.6866 58 0.8704 0.9276 0.8981 152 0.7353 0.8333 0.7812 30 0.7812 0.8621 0.8197 29 0.7758 0.8905 0.8292 0.9618
0.07 25.0 2650 0.1427 0.7848 0.8986 0.8378 69 0.5753 0.7241 0.6412 58 0.8924 0.9276 0.9097 152 0.6486 0.8 0.7164 30 0.7273 0.8276 0.7742 29 0.7711 0.8669 0.8162 0.9577
0.0676 26.0 2756 0.1433 0.7561 0.8986 0.8212 69 0.5735 0.6724 0.6190 58 0.8910 0.9145 0.9026 152 0.7353 0.8333 0.7812 30 0.7273 0.8276 0.7742 29 0.7748 0.8550 0.8129 0.9593
0.0669 27.0 2862 0.1430 0.7590 0.9130 0.8289 69 0.64 0.8276 0.7218 58 0.8688 0.9145 0.8910 152 0.6667 0.8 0.7273 30 0.75 0.8276 0.7869 29 0.7720 0.8817 0.8232 0.9583
0.0654 28.0 2968 0.1388 0.7590 0.9130 0.8289 69 0.6780 0.6897 0.6838 58 0.8742 0.9145 0.8939 152 0.6316 0.8 0.7059 30 0.7353 0.8621 0.7937 29 0.7802 0.8609 0.8186 0.9590
0.0646 29.0 3074 0.1478 0.7711 0.9275 0.8421 69 0.6538 0.8793 0.7500 58 0.8545 0.9276 0.8896 152 0.6944 0.8333 0.7576 30 0.7576 0.8621 0.8065 29 0.7747 0.9053 0.8349 0.9593
0.064 30.0 3180 0.1387 0.7412 0.9130 0.8182 69 0.6032 0.6552 0.6281 58 0.8712 0.9342 0.9016 152 0.7879 0.8667 0.8254 30 0.8065 0.8621 0.8333 29 0.784 0.8698 0.8247 0.9618
0.0606 31.0 3286 0.1447 0.7529 0.9275 0.8312 69 0.65 0.6724 0.6610 58 0.8765 0.9342 0.9045 152 0.7059 0.8 0.7500 30 0.7576 0.8621 0.8065 29 0.7861 0.8698 0.8258 0.9621
0.0581 32.0 3392 0.1384 0.7529 0.9275 0.8312 69 0.65 0.6724 0.6610 58 0.8841 0.9539 0.9177 152 0.7059 0.8 0.7500 30 0.7576 0.8621 0.8065 29 0.7899 0.8787 0.8319 0.9608
0.0578 33.0 3498 0.1537 0.7470 0.8986 0.8158 69 0.625 0.6897 0.6557 58 0.8882 0.9408 0.9137 152 0.7353 0.8333 0.7812 30 0.7353 0.8621 0.7937 29 0.7846 0.8728 0.8263 0.9613
0.0555 34.0 3604 0.1644 0.7356 0.9275 0.8205 69 0.64 0.8276 0.7218 58 0.8679 0.9079 0.8875 152 0.6667 0.8 0.7273 30 0.7812 0.8621 0.8197 29 0.7686 0.8846 0.8226 0.9552
0.056 35.0 3710 0.1512 0.7529 0.9275 0.8312 69 0.6418 0.7414 0.688 58 0.8712 0.9342 0.9016 152 0.6944 0.8333 0.7576 30 0.7812 0.8621 0.8197 29 0.7807 0.8846 0.8294 0.9613
0.0531 36.0 3816 0.1478 0.7683 0.9130 0.8344 69 0.6104 0.8103 0.6963 58 0.8834 0.9474 0.9143 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7809 0.8964 0.8347 0.9595
0.0535 37.0 3922 0.1470 0.7590 0.9130 0.8289 69 0.6727 0.6379 0.6549 58 0.8720 0.9408 0.9051 152 0.7647 0.8667 0.8125 30 0.7576 0.8621 0.8065 29 0.7967 0.8698 0.8317 0.9626
0.0505 38.0 4028 0.1501 0.7529 0.9275 0.8312 69 0.6 0.7759 0.6767 58 0.8875 0.9342 0.9103 152 0.6667 0.8 0.7273 30 0.7576 0.8621 0.8065 29 0.7712 0.8876 0.8253 0.9601
0.0505 39.0 4134 0.1544 0.7683 0.9130 0.8344 69 0.6061 0.6897 0.6452 58 0.8758 0.9276 0.9010 152 0.7812 0.8333 0.8065 30 0.6970 0.7931 0.7419 29 0.7807 0.8639 0.8202 0.9595
0.0489 40.0 4240 0.1610 0.7529 0.9275 0.8312 69 0.6176 0.7241 0.6667 58 0.8650 0.9276 0.8952 152 0.6857 0.8 0.7385 30 0.7059 0.8276 0.7619 29 0.7662 0.8728 0.8160 0.9595
0.0472 41.0 4346 0.1481 0.7922 0.8841 0.8356 69 0.5658 0.7414 0.6418 58 0.8659 0.9342 0.8987 152 0.7576 0.8333 0.7937 30 0.8065 0.8621 0.8333 29 0.7769 0.8757 0.8234 0.9608
0.0478 42.0 4452 0.1731 0.7778 0.9130 0.84 69 0.6479 0.7931 0.7132 58 0.8485 0.9211 0.8833 152 0.6667 0.8 0.7273 30 0.7576 0.8621 0.8065 29 0.7720 0.8817 0.8232 0.9570
0.049 43.0 4558 0.1578 0.7711 0.9275 0.8421 69 0.6418 0.7414 0.688 58 0.8696 0.9211 0.8946 152 0.6486 0.8 0.7164 30 0.75 0.8276 0.7869 29 0.7763 0.8728 0.8217 0.9580
0.0457 44.0 4664 0.1573 0.7711 0.9275 0.8421 69 0.6269 0.7241 0.672 58 0.8650 0.9276 0.8952 152 0.6857 0.8 0.7385 30 0.7576 0.8621 0.8065 29 0.7769 0.8757 0.8234 0.9590
0.0462 45.0 4770 0.1571 0.7590 0.9130 0.8289 69 0.65 0.6724 0.6610 58 0.8773 0.9408 0.9079 152 0.6667 0.8 0.7273 30 0.7273 0.8276 0.7742 29 0.7813 0.8669 0.8219 0.9590
0.0423 46.0 4876 0.1632 0.7442 0.9275 0.8258 69 0.6528 0.8103 0.7231 58 0.8642 0.9211 0.8917 152 0.6857 0.8 0.7385 30 0.7273 0.8276 0.7742 29 0.7706 0.8846 0.8237 0.9590
0.0424 47.0 4982 0.1609 0.7561 0.8986 0.8212 69 0.6479 0.7931 0.7132 58 0.8634 0.9145 0.8882 152 0.6765 0.7667 0.7188 30 0.8065 0.8621 0.8333 29 0.7784 0.8728 0.8229 0.9606
0.0414 48.0 5088 0.1715 0.7683 0.9130 0.8344 69 0.6667 0.7586 0.7097 58 0.8580 0.9145 0.8854 152 0.6216 0.7667 0.6866 30 0.7812 0.8621 0.8197 29 0.7757 0.8698 0.8201 0.9590
0.0401 49.0 5194 0.1692 0.775 0.8986 0.8322 69 0.6618 0.7759 0.7143 58 0.8712 0.9342 0.9016 152 0.6389 0.7667 0.6970 30 0.7576 0.8621 0.8065 29 0.7816 0.8787 0.8273 0.9601
0.0417 50.0 5300 0.1577 0.7561 0.8986 0.8212 69 0.62 0.5345 0.5741 58 0.8875 0.9342 0.9103 152 0.7059 0.8 0.7500 30 0.7576 0.8621 0.8065 29 0.7911 0.8402 0.8149 0.9595
0.0407 51.0 5406 0.1635 0.7683 0.9130 0.8344 69 0.6471 0.7586 0.6984 58 0.8944 0.9474 0.9201 152 0.7647 0.8667 0.8125 30 0.7353 0.8621 0.7937 29 0.7968 0.8935 0.8424 0.9611
0.0403 52.0 5512 0.1673 0.7654 0.8986 0.8267 69 0.6301 0.7931 0.7023 58 0.8485 0.9211 0.8833 152 0.7059 0.8 0.7500 30 0.75 0.8276 0.7869 29 0.7688 0.8757 0.8188 0.9567
0.0384 53.0 5618 0.1711 0.7561 0.8986 0.8212 69 0.6479 0.7931 0.7132 58 0.8606 0.9342 0.8959 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7786 0.8846 0.8283 0.9611
0.0383 54.0 5724 0.1716 0.775 0.8986 0.8322 69 0.6562 0.7241 0.6885 58 0.8580 0.9145 0.8854 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.7849 0.8639 0.8225 0.9590
0.038 55.0 5830 0.1692 0.7805 0.9275 0.8477 69 0.625 0.6897 0.6557 58 0.8519 0.9079 0.8790 152 0.7879 0.8667 0.8254 30 0.7812 0.8621 0.8197 29 0.7855 0.8669 0.8242 0.9606
0.0363 56.0 5936 0.1646 0.7778 0.9130 0.84 69 0.6618 0.7759 0.7143 58 0.8589 0.9211 0.8889 152 0.7879 0.8667 0.8254 30 0.7812 0.8621 0.8197 29 0.7931 0.8846 0.8364 0.9618
0.0366 57.0 6042 0.1657 0.7778 0.9130 0.84 69 0.6721 0.7069 0.6891 58 0.8642 0.9211 0.8917 152 0.6857 0.8 0.7385 30 0.7812 0.8621 0.8197 29 0.7898 0.8669 0.8265 0.9624
0.0353 58.0 6148 0.1655 0.7683 0.9130 0.8344 69 0.6667 0.7241 0.6942 58 0.8476 0.9145 0.8797 152 0.7576 0.8333 0.7937 30 0.7576 0.8621 0.8065 29 0.784 0.8698 0.8247 0.9613
0.036 59.0 6254 0.1742 0.7711 0.9275 0.8421 69 0.6667 0.7931 0.7244 58 0.8634 0.9145 0.8882 152 0.6857 0.8 0.7385 30 0.7576 0.8621 0.8065 29 0.7822 0.8817 0.8289 0.9603
0.035 60.0 6360 0.1768 0.75 0.9130 0.8235 69 0.6719 0.7414 0.7049 58 0.8528 0.9145 0.8825 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.784 0.8698 0.8247 0.9588
0.0353 61.0 6466 0.1644 0.7654 0.8986 0.8267 69 0.6364 0.6034 0.6195 58 0.8625 0.9079 0.8846 152 0.7353 0.8333 0.7812 30 0.8333 0.8621 0.8475 29 0.7917 0.8432 0.8166 0.9585
0.0342 62.0 6572 0.1804 0.7529 0.9275 0.8312 69 0.6415 0.5862 0.6126 58 0.8466 0.9079 0.8762 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7808 0.8432 0.8108 0.9580
0.033 63.0 6678 0.1855 0.7561 0.8986 0.8212 69 0.6406 0.7069 0.6721 58 0.8758 0.9276 0.9010 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7855 0.8669 0.8242 0.9593
0.0332 64.0 6784 0.1789 0.7711 0.9275 0.8421 69 0.6712 0.8448 0.7481 58 0.8650 0.9276 0.8952 152 0.7576 0.8333 0.7937 30 0.7576 0.8621 0.8065 29 0.7896 0.8994 0.8409 0.9593
0.0324 65.0 6890 0.1793 0.7654 0.8986 0.8267 69 0.6812 0.8103 0.7402 58 0.8476 0.9145 0.8797 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7816 0.8787 0.8273 0.9595
0.0316 66.0 6996 0.1789 0.7529 0.9275 0.8312 69 0.6462 0.7241 0.6829 58 0.8485 0.9211 0.8833 152 0.7059 0.8 0.7500 30 0.8065 0.8621 0.8333 29 0.7763 0.8728 0.8217 0.9585
0.0311 67.0 7102 0.1830 0.7590 0.9130 0.8289 69 0.6462 0.7241 0.6829 58 0.8424 0.9145 0.8770 152 0.7059 0.8 0.7500 30 0.8065 0.8621 0.8333 29 0.7751 0.8669 0.8184 0.9577
0.0321 68.0 7208 0.1778 0.7654 0.8986 0.8267 69 0.6567 0.7586 0.7040 58 0.8758 0.9276 0.9010 152 0.6486 0.8 0.7164 30 0.7812 0.8621 0.8197 29 0.7831 0.8757 0.8268 0.9593
0.0325 69.0 7314 0.1819 0.7683 0.9130 0.8344 69 0.6615 0.7414 0.6992 58 0.8812 0.9276 0.9038 152 0.7273 0.8 0.7619 30 0.75 0.8276 0.7869 29 0.7930 0.8728 0.8310 0.9595
0.0302 70.0 7420 0.1777 0.7778 0.9130 0.84 69 0.6452 0.6897 0.6667 58 0.8758 0.9276 0.9010 152 0.7273 0.8 0.7619 30 0.8333 0.8621 0.8475 29 0.7984 0.8669 0.8312 0.9616
0.0288 71.0 7526 0.1830 0.7901 0.9275 0.8533 69 0.6364 0.7241 0.6774 58 0.8696 0.9211 0.8946 152 0.8182 0.9 0.8571 30 0.8065 0.8621 0.8333 29 0.8011 0.8817 0.8394 0.9611
0.0301 72.0 7632 0.1907 0.7654 0.8986 0.8267 69 0.6724 0.6724 0.6724 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7940 0.8550 0.8234 0.9577
0.0278 73.0 7738 0.1915 0.7875 0.9130 0.8456 69 0.6780 0.6897 0.6838 58 0.8679 0.9079 0.8875 152 0.7273 0.8 0.7619 30 0.8 0.8276 0.8136 29 0.8006 0.8550 0.8269 0.9588
0.0292 74.0 7844 0.1886 0.7683 0.9130 0.8344 69 0.6316 0.6207 0.6261 58 0.8457 0.9013 0.8726 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7787 0.8432 0.8097 0.9567
0.0275 75.0 7950 0.1929 0.7683 0.9130 0.8344 69 0.6429 0.6207 0.6316 58 0.8303 0.9013 0.8644 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7724 0.8432 0.8062 0.9562
0.0261 76.0 8056 0.1926 0.7778 0.9130 0.84 69 0.6615 0.7414 0.6992 58 0.8580 0.9145 0.8854 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7903 0.8698 0.8282 0.9583
0.0285 77.0 8162 0.1952 0.7625 0.8841 0.8188 69 0.6724 0.6724 0.6724 58 0.8466 0.9079 0.8762 152 0.6970 0.7667 0.7302 30 0.7812 0.8621 0.8197 29 0.7814 0.8462 0.8125 0.9570
0.0286 78.0 8268 0.1949 0.7722 0.8841 0.8243 69 0.625 0.6897 0.6557 58 0.8580 0.9145 0.8854 152 0.6970 0.7667 0.7302 30 0.8065 0.8621 0.8333 29 0.7805 0.8521 0.8147 0.9570
0.0268 79.0 8374 0.1901 0.775 0.8986 0.8322 69 0.6207 0.6207 0.6207 58 0.8589 0.9211 0.8889 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7863 0.8491 0.8165 0.9570
0.0253 80.0 8480 0.1899 0.775 0.8986 0.8322 69 0.6349 0.6897 0.6612 58 0.8589 0.9211 0.8889 152 0.6970 0.7667 0.7302 30 0.8333 0.8621 0.8475 29 0.7859 0.8580 0.8204 0.9588
0.0243 81.0 8586 0.1946 0.775 0.8986 0.8322 69 0.65 0.6724 0.6610 58 0.8580 0.9145 0.8854 152 0.6765 0.7667 0.7188 30 0.8065 0.8621 0.8333 29 0.7847 0.8521 0.8170 0.9590
0.0255 82.0 8692 0.1929 0.7654 0.8986 0.8267 69 0.6667 0.6897 0.6780 58 0.8696 0.9211 0.8946 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7951 0.8609 0.8267 0.9590
0.0254 83.0 8798 0.1947 0.7654 0.8986 0.8267 69 0.6949 0.7069 0.7009 58 0.8696 0.9211 0.8946 152 0.7059 0.8 0.7500 30 0.7576 0.8621 0.8065 29 0.7935 0.8639 0.8272 0.9580
0.0258 84.0 8904 0.1913 0.7654 0.8986 0.8267 69 0.6842 0.6724 0.6783 58 0.8509 0.9013 0.8754 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7863 0.8491 0.8165 0.9580
0.0244 85.0 9010 0.1961 0.7654 0.8986 0.8267 69 0.6909 0.6552 0.6726 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7956 0.8521 0.8229 0.9593
0.0248 86.0 9116 0.1939 0.7654 0.8986 0.8267 69 0.6441 0.6552 0.6496 58 0.875 0.9211 0.8974 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7918 0.8550 0.8222 0.9593
0.0241 87.0 9222 0.1955 0.7654 0.8986 0.8267 69 0.6545 0.6207 0.6372 58 0.8571 0.9079 0.8818 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7851 0.8432 0.8131 0.9572
0.0265 88.0 9328 0.2024 0.7561 0.8986 0.8212 69 0.6607 0.6379 0.6491 58 0.8571 0.9079 0.8818 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7836 0.8462 0.8137 0.9567
0.025 89.0 9434 0.1981 0.7561 0.8986 0.8212 69 0.6491 0.6379 0.6435 58 0.8519 0.9079 0.8790 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7793 0.8462 0.8113 0.9567
0.0234 90.0 9540 0.1976 0.7654 0.8986 0.8267 69 0.6727 0.6379 0.6549 58 0.8580 0.9145 0.8854 152 0.7273 0.8 0.7619 30 0.7353 0.8621 0.7937 29 0.7863 0.8491 0.8165 0.9570
0.0248 91.0 9646 0.1923 0.7654 0.8986 0.8267 69 0.6429 0.6207 0.6316 58 0.8571 0.9079 0.8818 152 0.7273 0.8 0.7619 30 0.7742 0.8276 0.8000 29 0.7845 0.8402 0.8114 0.9572
0.0243 92.0 9752 0.1954 0.7654 0.8986 0.8267 69 0.6774 0.7241 0.7 58 0.8688 0.9145 0.8910 152 0.7273 0.8 0.7619 30 0.8065 0.8621 0.8333 29 0.7956 0.8639 0.8284 0.9598
0.0226 93.0 9858 0.1984 0.7654 0.8986 0.8267 69 0.6610 0.6724 0.6667 58 0.8642 0.9211 0.8917 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7902 0.8580 0.8227 0.9583
0.0216 94.0 9964 0.1999 0.7654 0.8986 0.8267 69 0.6441 0.6552 0.6496 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7869 0.8521 0.8182 0.9572
0.023 95.0 10070 0.1984 0.7654 0.8986 0.8267 69 0.6721 0.7069 0.6891 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7886 0.8609 0.8232 0.9575
0.0221 96.0 10176 0.2002 0.7654 0.8986 0.8267 69 0.6897 0.6897 0.6897 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7923 0.8580 0.8239 0.9575
0.0237 97.0 10282 0.1963 0.7654 0.8986 0.8267 69 0.6780 0.6897 0.6838 58 0.8688 0.9145 0.8910 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7923 0.8580 0.8239 0.9590
0.0247 98.0 10388 0.1947 0.7654 0.8986 0.8267 69 0.6833 0.7069 0.6949 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7908 0.8609 0.8244 0.9585
0.0221 99.0 10494 0.1966 0.7654 0.8986 0.8267 69 0.6833 0.7069 0.6949 58 0.8519 0.9079 0.8790 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7859 0.8580 0.8204 0.9575
0.0228 100.0 10600 0.1966 0.7654 0.8986 0.8267 69 0.6780 0.6897 0.6838 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.7576 0.8621 0.8065 29 0.7902 0.8580 0.8227 0.9575
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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