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nerugm-pt-pl50-2

apwic / nerugm-pt-pl50-2

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-pl50-2

Model Details of nerugm-pt-pl50-2

nerugm-pt-pl50-2

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: 0.1965
  • Location Precision: 0.7792
  • Location Recall: 0.8333
  • Location F1: 0.8054
  • Location Number: 72
  • Organization Precision: 0.7191
  • Organization Recall: 0.8533
  • Organization F1: 0.7805
  • Organization Number: 75
  • Person Precision: 0.8654
  • Person Recall: 0.9441
  • Person F1: 0.9030
  • Person Number: 143
  • Quantity Precision: 0.6429
  • Quantity Recall: 0.7826
  • Quantity F1: 0.7059
  • Quantity Number: 23
  • Time Precision: 0.7241
  • Time Recall: 0.8077
  • Time F1: 0.7636
  • Time Number: 26
  • Overall Precision: 0.7863
  • Overall Recall: 0.8791
  • Overall F1: 0.8301
  • Overall Accuracy: 0.9607
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
0.9684 1.0 106 0.5552 0.0 0.0 0.0 72 0.0 0.0 0.0 75 0.2667 0.0280 0.0506 143 0.0 0.0 0.0 23 0.0 0.0 0.0 26 0.16 0.0118 0.0220 0.8481
0.4768 2.0 212 0.3080 0.4412 0.4167 0.4286 72 0.2041 0.1333 0.1613 75 0.4410 0.7063 0.5430 143 0.2593 0.3043 0.2800 23 0.6552 0.7308 0.6909 26 0.4154 0.4926 0.4507 0.9067
0.2841 3.0 318 0.2019 0.5833 0.6806 0.6282 72 0.5044 0.76 0.6064 75 0.7529 0.9161 0.8265 143 0.3902 0.6957 0.5000 23 0.7 0.8077 0.75 26 0.6199 0.8083 0.7017 0.9362
0.2019 4.0 424 0.1979 0.6512 0.7778 0.7089 72 0.51 0.68 0.5829 75 0.7542 0.9441 0.8385 143 0.4634 0.8261 0.5938 23 0.5833 0.8077 0.6774 26 0.6380 0.8319 0.7222 0.9337
0.1719 5.0 530 0.1445 0.7692 0.8333 0.8 72 0.6 0.76 0.6706 75 0.8428 0.9371 0.8874 143 0.5143 0.7826 0.6207 23 0.7241 0.8077 0.7636 26 0.7323 0.8555 0.7891 0.9510
0.1574 6.0 636 0.1488 0.6667 0.8056 0.7296 72 0.5565 0.8533 0.6737 75 0.8282 0.9441 0.8824 143 0.6452 0.8696 0.7407 23 0.6774 0.8077 0.7368 26 0.6979 0.8791 0.7781 0.9480
0.1454 7.0 742 0.1420 0.7468 0.8194 0.7815 72 0.5980 0.8133 0.6893 75 0.8395 0.9510 0.8918 143 0.5758 0.8261 0.6786 23 0.6562 0.8077 0.7241 26 0.7255 0.8732 0.7925 0.9515
0.1366 8.0 848 0.1407 0.7595 0.8333 0.7947 72 0.6058 0.84 0.7039 75 0.8447 0.9510 0.8947 143 0.5455 0.7826 0.6429 23 0.6061 0.7692 0.6780 26 0.7244 0.8761 0.7931 0.9537
0.1301 9.0 954 0.1434 0.7195 0.8194 0.7662 72 0.6452 0.8 0.7143 75 0.8782 0.9580 0.9164 143 0.6452 0.8696 0.7407 23 0.5882 0.7692 0.6667 26 0.7475 0.8732 0.8054 0.9547
0.1224 10.0 1060 0.1341 0.8219 0.8333 0.8276 72 0.6517 0.7733 0.7073 75 0.8616 0.9580 0.9073 143 0.5625 0.7826 0.6545 23 0.625 0.7692 0.6897 26 0.7610 0.8643 0.8094 0.9565
0.1156 11.0 1166 0.1326 0.7407 0.8333 0.7843 72 0.6042 0.7733 0.6784 75 0.8710 0.9441 0.9060 143 0.6061 0.8696 0.7143 23 0.7097 0.8462 0.7719 26 0.7449 0.8702 0.8027 0.9550
0.1144 12.0 1272 0.1354 0.8 0.8333 0.8163 72 0.6667 0.8 0.7273 75 0.8654 0.9441 0.9030 143 0.5938 0.8261 0.6909 23 0.8214 0.8846 0.8519 26 0.7795 0.8761 0.825 0.9572
0.1063 13.0 1378 0.1414 0.7973 0.8194 0.8082 72 0.6923 0.84 0.7590 75 0.8679 0.9650 0.9139 143 0.6552 0.8261 0.7308 23 0.7097 0.8462 0.7719 26 0.7839 0.8879 0.8326 0.9577
0.1054 14.0 1484 0.1361 0.7922 0.8472 0.8188 72 0.6505 0.8933 0.7528 75 0.8662 0.9510 0.9067 143 0.6129 0.8261 0.7037 23 0.7333 0.8462 0.7857 26 0.7663 0.8997 0.8277 0.9575
0.1044 15.0 1590 0.1340 0.8056 0.8056 0.8056 72 0.6337 0.8533 0.7273 75 0.8831 0.9510 0.9158 143 0.6207 0.7826 0.6923 23 0.7586 0.8462 0.8 26 0.7740 0.8791 0.8232 0.9570
0.0948 16.0 1696 0.1480 0.7531 0.8472 0.7974 72 0.5982 0.8933 0.7166 75 0.8375 0.9371 0.8845 143 0.6129 0.8261 0.7037 23 0.7241 0.8077 0.7636 26 0.7312 0.8909 0.8032 0.9512
0.0901 17.0 1802 0.1360 0.7439 0.8472 0.7922 72 0.6737 0.8533 0.7529 75 0.8616 0.9580 0.9073 143 0.6333 0.8261 0.7170 23 0.7586 0.8462 0.8 26 0.7671 0.8938 0.8256 0.9570
0.0919 18.0 1908 0.1312 0.8 0.8333 0.8163 72 0.7033 0.8533 0.7711 75 0.8718 0.9510 0.9097 143 0.5625 0.7826 0.6545 23 0.7 0.8077 0.75 26 0.7786 0.8820 0.8271 0.9602
0.0881 19.0 2014 0.1337 0.8 0.8333 0.8163 72 0.6939 0.9067 0.7861 75 0.8654 0.9441 0.9030 143 0.6552 0.8261 0.7308 23 0.8214 0.8846 0.8519 26 0.7902 0.8997 0.8414 0.9605
0.084 20.0 2120 0.1626 0.7595 0.8333 0.7947 72 0.6132 0.8667 0.7182 75 0.8375 0.9371 0.8845 143 0.6207 0.7826 0.6923 23 0.6774 0.8077 0.7368 26 0.7358 0.8791 0.8011 0.9497
0.0814 21.0 2226 0.1468 0.7792 0.8333 0.8054 72 0.7111 0.8533 0.7758 75 0.8562 0.9580 0.9043 143 0.6786 0.8261 0.7451 23 0.7857 0.8462 0.8148 26 0.7885 0.8909 0.8366 0.9577
0.0801 22.0 2332 0.1516 0.7692 0.8333 0.8 72 0.6204 0.8933 0.7322 75 0.8710 0.9441 0.9060 143 0.6 0.7826 0.6792 23 0.7333 0.8462 0.7857 26 0.7531 0.8909 0.8162 0.9540
0.0791 23.0 2438 0.1466 0.7867 0.8194 0.8027 72 0.7053 0.8933 0.7882 75 0.8375 0.9371 0.8845 143 0.6667 0.8696 0.7547 23 0.7097 0.8462 0.7719 26 0.7724 0.8909 0.8274 0.9590
0.0756 24.0 2544 0.1411 0.775 0.8611 0.8158 72 0.7273 0.8533 0.7853 75 0.8438 0.9441 0.8911 143 0.7143 0.8696 0.7843 23 0.6774 0.8077 0.7368 26 0.7804 0.8909 0.8320 0.9590
0.073 25.0 2650 0.1460 0.7875 0.875 0.8289 72 0.6635 0.92 0.7709 75 0.8671 0.9580 0.9103 143 0.6 0.7826 0.6792 23 0.6774 0.8077 0.7368 26 0.7643 0.9086 0.8302 0.9570
0.0704 26.0 2756 0.1478 0.7625 0.8472 0.8026 72 0.7010 0.9067 0.7907 75 0.8599 0.9441 0.9 143 0.6552 0.8261 0.7308 23 0.7333 0.8462 0.7857 26 0.7761 0.8997 0.8333 0.9577
0.0676 27.0 2862 0.1579 0.7531 0.8472 0.7974 72 0.7033 0.8533 0.7711 75 0.8385 0.9441 0.8882 143 0.6552 0.8261 0.7308 23 0.7097 0.8462 0.7719 26 0.7659 0.8879 0.8224 0.9567
0.0691 28.0 2968 0.1352 0.8026 0.8472 0.8243 72 0.7159 0.84 0.7730 75 0.8599 0.9441 0.9 143 0.6429 0.7826 0.7059 23 0.7333 0.8462 0.7857 26 0.7889 0.8820 0.8329 0.9605
0.0665 29.0 3074 0.1470 0.8052 0.8611 0.8322 72 0.6765 0.92 0.7797 75 0.8718 0.9510 0.9097 143 0.5806 0.7826 0.6667 23 0.6875 0.8462 0.7586 26 0.7714 0.9056 0.8331 0.9567
0.0654 30.0 3180 0.1369 0.7209 0.8611 0.7848 72 0.7283 0.8933 0.8024 75 0.8662 0.9510 0.9067 143 0.6207 0.7826 0.6923 23 0.7586 0.8462 0.8 26 0.7761 0.8997 0.8333 0.9610
0.0636 31.0 3286 0.1499 0.8026 0.8472 0.8243 72 0.6505 0.8933 0.7528 75 0.8671 0.9580 0.9103 143 0.6786 0.8261 0.7451 23 0.7931 0.8846 0.8364 26 0.7792 0.9056 0.8377 0.9572
0.0603 32.0 3392 0.1324 0.8289 0.875 0.8514 72 0.6790 0.7333 0.7051 75 0.8831 0.9510 0.9158 143 0.6552 0.8261 0.7308 23 0.7692 0.7692 0.7692 26 0.8005 0.8643 0.8312 0.9612
0.0618 33.0 3498 0.1569 0.8133 0.8472 0.8299 72 0.6667 0.9067 0.7684 75 0.8782 0.9580 0.9164 143 0.6552 0.8261 0.7308 23 0.7097 0.8462 0.7719 26 0.7812 0.9056 0.8388 0.9590
0.0593 34.0 3604 0.1743 0.7683 0.875 0.8182 72 0.6471 0.88 0.7458 75 0.8671 0.9580 0.9103 143 0.6207 0.7826 0.6923 23 0.7419 0.8846 0.8070 26 0.7637 0.9056 0.8286 0.9540
0.0591 35.0 3710 0.1457 0.7805 0.8889 0.8312 72 0.7273 0.8533 0.7853 75 0.8662 0.9510 0.9067 143 0.6429 0.7826 0.7059 23 0.7586 0.8462 0.8 26 0.7917 0.8968 0.8409 0.9597
0.0574 36.0 3816 0.1513 0.7821 0.8472 0.8133 72 0.6907 0.8933 0.7791 75 0.85 0.9510 0.8977 143 0.7037 0.8261 0.76 23 0.7097 0.8462 0.7719 26 0.7761 0.8997 0.8333 0.9582
0.0572 37.0 3922 0.1482 0.8052 0.8611 0.8322 72 0.7386 0.8667 0.7975 75 0.8599 0.9441 0.9 143 0.7037 0.8261 0.76 23 0.8214 0.8846 0.8519 26 0.8064 0.8968 0.8492 0.9620
0.0566 38.0 4028 0.1489 0.8052 0.8611 0.8322 72 0.7444 0.8933 0.8121 75 0.8734 0.9650 0.9169 143 0.7037 0.8261 0.76 23 0.7333 0.8462 0.7857 26 0.8063 0.9086 0.8544 0.9620
0.0516 39.0 4134 0.1653 0.7922 0.8472 0.8188 72 0.6768 0.8933 0.7701 75 0.8385 0.9441 0.8882 143 0.7037 0.8261 0.76 23 0.7586 0.8462 0.8 26 0.7735 0.8968 0.8306 0.9560
0.0533 40.0 4240 0.1632 0.7973 0.8194 0.8082 72 0.7222 0.8667 0.7879 75 0.85 0.9510 0.8977 143 0.7037 0.8261 0.76 23 0.7097 0.8462 0.7719 26 0.7880 0.8879 0.8350 0.9605
0.0511 41.0 4346 0.1624 0.75 0.875 0.8077 72 0.6699 0.92 0.7753 75 0.8616 0.9580 0.9073 143 0.76 0.8261 0.7917 23 0.7097 0.8462 0.7719 26 0.7711 0.9145 0.8367 0.9572
0.0494 42.0 4452 0.1607 0.7821 0.8472 0.8133 72 0.7841 0.92 0.8466 75 0.8726 0.9580 0.9133 143 0.7308 0.8261 0.7755 23 0.7667 0.8846 0.8214 26 0.8153 0.9115 0.8607 0.9635
0.0486 43.0 4558 0.1478 0.8108 0.8333 0.8219 72 0.7674 0.88 0.8199 75 0.8608 0.9510 0.9037 143 0.6923 0.7826 0.7347 23 0.8148 0.8462 0.8302 26 0.8140 0.8909 0.8507 0.9632
0.0506 44.0 4664 0.1482 0.8026 0.8472 0.8243 72 0.7241 0.84 0.7778 75 0.8846 0.9650 0.9231 143 0.6667 0.7826 0.72 23 0.6667 0.8462 0.7458 26 0.7968 0.8909 0.8412 0.9620
0.0486 45.0 4770 0.1589 0.7949 0.8611 0.8267 72 0.67 0.8933 0.7657 75 0.8662 0.9510 0.9067 143 0.6667 0.7826 0.72 23 0.7333 0.8462 0.7857 26 0.7781 0.8997 0.8345 0.9595
0.0467 46.0 4876 0.1617 0.7692 0.8333 0.8 72 0.7381 0.8267 0.7799 75 0.8553 0.9510 0.9007 143 0.6296 0.7391 0.68 23 0.7097 0.8462 0.7719 26 0.7836 0.8761 0.8273 0.9610
0.0475 47.0 4982 0.1676 0.7792 0.8333 0.8054 72 0.7386 0.8667 0.7975 75 0.8718 0.9510 0.9097 143 0.6429 0.7826 0.7059 23 0.7419 0.8846 0.8070 26 0.7947 0.8909 0.8401 0.9600
0.0429 48.0 5088 0.1693 0.7821 0.8472 0.8133 72 0.7447 0.9333 0.8284 75 0.8679 0.9650 0.9139 143 0.6 0.7826 0.6792 23 0.7097 0.8462 0.7719 26 0.7883 0.9115 0.8454 0.9600
0.042 49.0 5194 0.1739 0.7654 0.8611 0.8105 72 0.7030 0.9467 0.8068 75 0.8688 0.9720 0.9175 143 0.6129 0.8261 0.7037 23 0.6875 0.8462 0.7586 26 0.7728 0.9233 0.8414 0.9572
0.0427 50.0 5300 0.1647 0.7407 0.8333 0.7843 72 0.7241 0.84 0.7778 75 0.8839 0.9580 0.9195 143 0.6129 0.8261 0.7037 23 0.6875 0.8462 0.7586 26 0.7798 0.8879 0.8303 0.9577
0.0416 51.0 5406 0.1732 0.7792 0.8333 0.8054 72 0.6939 0.9067 0.7861 75 0.8562 0.9580 0.9043 143 0.7037 0.8261 0.76 23 0.7241 0.8077 0.7636 26 0.7801 0.8997 0.8356 0.9597
0.0402 52.0 5512 0.1703 0.7922 0.8472 0.8188 72 0.6939 0.9067 0.7861 75 0.8679 0.9650 0.9139 143 0.6897 0.8696 0.7692 23 0.7586 0.8462 0.8 26 0.7883 0.9115 0.8454 0.9610
0.0397 53.0 5618 0.1782 0.775 0.8611 0.8158 72 0.67 0.8933 0.7657 75 0.8571 0.9650 0.9079 143 0.6552 0.8261 0.7308 23 0.7 0.8077 0.75 26 0.7675 0.9056 0.8309 0.9570
0.0383 54.0 5724 0.1743 0.8356 0.8472 0.8414 72 0.7010 0.9067 0.7907 75 0.8634 0.9720 0.9145 143 0.7037 0.8261 0.76 23 0.7586 0.8462 0.8 26 0.7984 0.9115 0.8512 0.9615
0.0402 55.0 5830 0.1800 0.8026 0.8472 0.8243 72 0.6939 0.9067 0.7861 75 0.8608 0.9510 0.9037 143 0.6552 0.8261 0.7308 23 0.7097 0.8462 0.7719 26 0.7806 0.9027 0.8372 0.9602
0.0373 56.0 5936 0.1748 0.7821 0.8472 0.8133 72 0.7097 0.88 0.7857 75 0.8831 0.9510 0.9158 143 0.7143 0.8696 0.7843 23 0.8148 0.8462 0.8302 26 0.8026 0.8997 0.8484 0.9610
0.038 57.0 6042 0.1710 0.7692 0.8333 0.8 72 0.7065 0.8667 0.7784 75 0.8831 0.9510 0.9158 143 0.6429 0.7826 0.7059 23 0.8148 0.8462 0.8302 26 0.7942 0.8879 0.8384 0.9605
0.0387 58.0 6148 0.1780 0.7692 0.8333 0.8 72 0.7363 0.8933 0.8072 75 0.8608 0.9510 0.9037 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.7896 0.8968 0.8398 0.9612
0.0389 59.0 6254 0.1953 0.7625 0.8472 0.8026 72 0.6481 0.9333 0.7650 75 0.8774 0.9510 0.9128 143 0.6786 0.8261 0.7451 23 0.7586 0.8462 0.8 26 0.77 0.9086 0.8336 0.9552
0.0383 60.0 6360 0.1891 0.8052 0.8611 0.8322 72 0.6731 0.9333 0.7821 75 0.8481 0.9371 0.8904 143 0.6786 0.8261 0.7451 23 0.7586 0.8462 0.8 26 0.7753 0.9056 0.8354 0.9580
0.0366 61.0 6466 0.1952 0.7595 0.8333 0.7947 72 0.6907 0.8933 0.7791 75 0.8616 0.9580 0.9073 143 0.6786 0.8261 0.7451 23 0.7586 0.8462 0.8 26 0.7781 0.8997 0.8345 0.9570
0.0354 62.0 6572 0.1740 0.8108 0.8333 0.8219 72 0.7558 0.8667 0.8075 75 0.8726 0.9580 0.9133 143 0.6667 0.7826 0.72 23 0.75 0.8077 0.7778 26 0.8091 0.8879 0.8467 0.9627
0.0338 63.0 6678 0.1794 0.8026 0.8472 0.8243 72 0.7273 0.8533 0.7853 75 0.8824 0.9441 0.9122 143 0.625 0.8696 0.7273 23 0.7333 0.8462 0.7857 26 0.7968 0.8909 0.8412 0.9605
0.0339 64.0 6784 0.1945 0.7949 0.8611 0.8267 72 0.7253 0.88 0.7952 75 0.8854 0.9720 0.9267 143 0.6452 0.8696 0.7407 23 0.7667 0.8846 0.8214 26 0.8010 0.9145 0.8540 0.9602
0.0344 65.0 6890 0.1901 0.7595 0.8333 0.7947 72 0.7045 0.8267 0.7607 75 0.8365 0.9301 0.8808 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.7708 0.8732 0.8188 0.9565
0.0335 66.0 6996 0.1948 0.8026 0.8472 0.8243 72 0.7174 0.88 0.7904 75 0.8718 0.9510 0.9097 143 0.6429 0.7826 0.7059 23 0.8148 0.8462 0.8302 26 0.7995 0.8938 0.8440 0.9592
0.033 67.0 7102 0.1835 0.8267 0.8611 0.8435 72 0.7556 0.9067 0.8242 75 0.8608 0.9510 0.9037 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.8058 0.9056 0.8528 0.9640
0.03 68.0 7208 0.1935 0.7407 0.8333 0.7843 72 0.7065 0.8667 0.7784 75 0.8718 0.9510 0.9097 143 0.6667 0.7826 0.72 23 0.7586 0.8462 0.8 26 0.7818 0.8879 0.8315 0.9585
0.0304 69.0 7314 0.1900 0.7975 0.875 0.8344 72 0.7614 0.8933 0.8221 75 0.8535 0.9371 0.8933 143 0.6667 0.7826 0.72 23 0.8148 0.8462 0.8302 26 0.8042 0.8968 0.8480 0.9607
0.0311 70.0 7420 0.1906 0.7381 0.8611 0.7949 72 0.7093 0.8133 0.7578 75 0.8718 0.9510 0.9097 143 0.6667 0.8696 0.7547 23 0.6875 0.8462 0.7586 26 0.7758 0.8879 0.8281 0.9590
0.0301 71.0 7526 0.1901 0.7821 0.8472 0.8133 72 0.7253 0.88 0.7952 75 0.8645 0.9371 0.8993 143 0.6786 0.8261 0.7451 23 0.8148 0.8462 0.8302 26 0.7968 0.8909 0.8412 0.9610
0.0302 72.0 7632 0.1992 0.7922 0.8472 0.8188 72 0.7253 0.88 0.7952 75 0.85 0.9510 0.8977 143 0.6333 0.8261 0.7170 23 0.7 0.8077 0.75 26 0.7809 0.8938 0.8336 0.9590
0.032 73.0 7738 0.1827 0.7821 0.8472 0.8133 72 0.7386 0.8667 0.7975 75 0.8636 0.9301 0.8956 143 0.6429 0.7826 0.7059 23 0.75 0.8077 0.7778 26 0.7926 0.8791 0.8336 0.9602
0.0299 74.0 7844 0.1865 0.7595 0.8333 0.7947 72 0.7273 0.8533 0.7853 75 0.8627 0.9231 0.8919 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.7857 0.8761 0.8285 0.9590
0.0276 75.0 7950 0.1954 0.7439 0.8472 0.7922 72 0.75 0.84 0.7925 75 0.8608 0.9510 0.9037 143 0.6552 0.8261 0.7308 23 0.7333 0.8462 0.7857 26 0.7859 0.8879 0.8338 0.9590
0.0284 76.0 8056 0.1914 0.7692 0.8333 0.8 72 0.7010 0.9067 0.7907 75 0.8599 0.9441 0.9 143 0.6429 0.7826 0.7059 23 0.75 0.8077 0.7778 26 0.7784 0.8909 0.8308 0.9590
0.0283 77.0 8162 0.1985 0.7922 0.8472 0.8188 72 0.7158 0.9067 0.8000 75 0.8679 0.9650 0.9139 143 0.6786 0.8261 0.7451 23 0.7097 0.8462 0.7719 26 0.7897 0.9086 0.8450 0.9605
0.0278 78.0 8268 0.1901 0.7692 0.8333 0.8 72 0.7738 0.8667 0.8176 75 0.8654 0.9441 0.9030 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.8005 0.8879 0.8420 0.9620
0.027 79.0 8374 0.1913 0.8026 0.8472 0.8243 72 0.7412 0.84 0.7875 75 0.8590 0.9371 0.8963 143 0.6786 0.8261 0.7451 23 0.7333 0.8462 0.7857 26 0.7973 0.8820 0.8375 0.9620
0.0242 80.0 8480 0.1941 0.8133 0.8472 0.8299 72 0.7273 0.8533 0.7853 75 0.8662 0.9510 0.9067 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7958 0.8850 0.8380 0.9607
0.0279 81.0 8586 0.1825 0.8133 0.8472 0.8299 72 0.7442 0.8533 0.7950 75 0.8654 0.9441 0.9030 143 0.6667 0.7826 0.72 23 0.7333 0.8462 0.7857 26 0.8021 0.8850 0.8415 0.9630
0.0251 82.0 8692 0.1950 0.7792 0.8333 0.8054 72 0.7444 0.8933 0.8121 75 0.8662 0.9510 0.9067 143 0.6207 0.7826 0.6923 23 0.75 0.8077 0.7778 26 0.7927 0.8909 0.8389 0.9610
0.0276 83.0 8798 0.1903 0.7895 0.8333 0.8108 72 0.7222 0.8667 0.7879 75 0.8766 0.9441 0.9091 143 0.6429 0.7826 0.7059 23 0.7778 0.8077 0.7925 26 0.7973 0.8820 0.8375 0.9612
0.0249 84.0 8904 0.1908 0.8 0.8333 0.8163 72 0.7128 0.8933 0.7929 75 0.8590 0.9371 0.8963 143 0.6667 0.7826 0.72 23 0.7586 0.8462 0.8 26 0.7900 0.8879 0.8361 0.9620
0.0258 85.0 9010 0.1896 0.7792 0.8333 0.8054 72 0.75 0.88 0.8098 75 0.8608 0.9510 0.9037 143 0.6429 0.7826 0.7059 23 0.7333 0.8462 0.7857 26 0.7927 0.8909 0.8389 0.9622
0.025 86.0 9116 0.1914 0.7595 0.8333 0.7947 72 0.7273 0.8533 0.7853 75 0.8599 0.9441 0.9 143 0.6667 0.7826 0.72 23 0.7333 0.8462 0.7857 26 0.7848 0.8820 0.8306 0.9602
0.0249 87.0 9222 0.1874 0.7867 0.8194 0.8027 72 0.7303 0.8667 0.7927 75 0.8590 0.9371 0.8963 143 0.6667 0.7826 0.72 23 0.7333 0.8462 0.7857 26 0.7905 0.8791 0.8324 0.9612
0.0248 88.0 9328 0.2012 0.75 0.8333 0.7895 72 0.6875 0.88 0.7719 75 0.8662 0.9510 0.9067 143 0.6667 0.7826 0.72 23 0.7241 0.8077 0.7636 26 0.7738 0.8879 0.8269 0.9587
0.0257 89.0 9434 0.1883 0.7792 0.8333 0.8054 72 0.7273 0.8533 0.7853 75 0.8599 0.9441 0.9 143 0.6667 0.7826 0.72 23 0.7241 0.8077 0.7636 26 0.7884 0.8791 0.8312 0.9615
0.0244 90.0 9540 0.1961 0.8 0.8333 0.8163 72 0.7111 0.8533 0.7758 75 0.8710 0.9441 0.9060 143 0.6667 0.7826 0.72 23 0.6897 0.7692 0.7273 26 0.7899 0.8761 0.8308 0.9602
0.0251 91.0 9646 0.1901 0.8108 0.8333 0.8219 72 0.7412 0.84 0.7875 75 0.8654 0.9441 0.9030 143 0.6667 0.7826 0.72 23 0.7241 0.8077 0.7636 26 0.8005 0.8761 0.8366 0.9620
0.0259 92.0 9752 0.1910 0.7895 0.8333 0.8108 72 0.7191 0.8533 0.7805 75 0.8654 0.9441 0.9030 143 0.6667 0.7826 0.72 23 0.7241 0.8077 0.7636 26 0.7905 0.8791 0.8324 0.9612
0.0237 93.0 9858 0.1974 0.7692 0.8333 0.8 72 0.7079 0.84 0.7683 75 0.8824 0.9441 0.9122 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7878 0.8761 0.8296 0.9592
0.0235 94.0 9964 0.1993 0.7792 0.8333 0.8054 72 0.7033 0.8533 0.7711 75 0.8824 0.9441 0.9122 143 0.6 0.7826 0.6792 23 0.7241 0.8077 0.7636 26 0.7842 0.8791 0.8289 0.9585
0.024 95.0 10070 0.1976 0.7692 0.8333 0.8 72 0.7111 0.8533 0.7758 75 0.8701 0.9371 0.9024 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7836 0.8761 0.8273 0.9595
0.0232 96.0 10176 0.1956 0.7792 0.8333 0.8054 72 0.7191 0.8533 0.7805 75 0.8590 0.9371 0.8963 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7836 0.8761 0.8273 0.9605
0.0251 97.0 10282 0.1956 0.7792 0.8333 0.8054 72 0.7033 0.8533 0.7711 75 0.8645 0.9371 0.8993 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7816 0.8761 0.8261 0.9597
0.0229 98.0 10388 0.1946 0.7792 0.8333 0.8054 72 0.7111 0.8533 0.7758 75 0.8654 0.9441 0.9030 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7842 0.8791 0.8289 0.9605
0.0227 99.0 10494 0.1965 0.7792 0.8333 0.8054 72 0.7111 0.8533 0.7758 75 0.8654 0.9441 0.9030 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7842 0.8791 0.8289 0.9605
0.0238 100.0 10600 0.1965 0.7792 0.8333 0.8054 72 0.7191 0.8533 0.7805 75 0.8654 0.9441 0.9030 143 0.6429 0.7826 0.7059 23 0.7241 0.8077 0.7636 26 0.7863 0.8791 0.8301 0.9607
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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nerugm-pt-pl50-2 huggingface.co is an AI model on huggingface.co that provides nerugm-pt-pl50-2's model effect (), which can be used instantly with this apwic nerugm-pt-pl50-2 model. huggingface.co supports a free trial of the nerugm-pt-pl50-2 model, and also provides paid use of the nerugm-pt-pl50-2. Support call nerugm-pt-pl50-2 model through api, including Node.js, Python, http.

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