Hugging Face's logo

apwic
/
nerugm-pt-pl50-4

Indonesian
Generated from Trainer
Model card Files Community
nerugm-pt-pl50-4 / README.md
apwic's picture
apwic
End of training
513ed94 verified
preview code
|
raw
history blame contribute delete
49.5 kB
metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-pt-pl50-4
    results: []

nerugm-pt-pl50-4

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: 0.1972
  • Location Precision: 0.8025
  • Location Recall: 0.8904
  • Location F1: 0.8442
  • Location Number: 73
  • Organization Precision: 0.75
  • Organization Recall: 0.7846
  • Organization F1: 0.7669
  • Organization Number: 65
  • Person Precision: 0.8553
  • Person Recall: 0.9067
  • Person F1: 0.8803
  • Person Number: 150
  • Quantity Precision: 0.7353
  • Quantity Recall: 0.8621
  • Quantity F1: 0.7937
  • Quantity Number: 29
  • Time Precision: 0.7838
  • Time Recall: 0.8529
  • Time F1: 0.8169
  • Time Number: 34
  • Overall Precision: 0.8074
  • Overall Recall: 0.8718
  • Overall F1: 0.8384
  • 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
0.9784 1.0 106 0.5910 0.0 0.0 0.0 73 0.0 0.0 0.0 65 0.1429 0.0133 0.0244 150 0.0 0.0 0.0 29 0.0 0.0 0.0 34 0.08 0.0057 0.0106 0.8393
0.4893 2.0 212 0.3523 0.5909 0.3562 0.4444 73 0.1111 0.1385 0.1233 65 0.5769 0.8 0.6704 150 0.2963 0.2759 0.2857 29 0.5897 0.6765 0.6301 34 0.4662 0.5299 0.496 0.9020
0.2876 3.0 318 0.1924 0.5833 0.6712 0.6242 73 0.4030 0.4154 0.4091 65 0.8 0.9067 0.8500 150 0.5526 0.7241 0.6269 29 0.8333 0.8824 0.8571 34 0.6658 0.7493 0.7051 0.9370
0.2003 4.0 424 0.1671 0.6744 0.7945 0.7296 73 0.5050 0.7846 0.6145 65 0.8303 0.9133 0.8698 150 0.5952 0.8621 0.7042 29 0.7949 0.9118 0.8493 34 0.6975 0.8604 0.7704 0.9414
0.1732 5.0 530 0.1531 0.7093 0.8356 0.7673 73 0.4815 0.8 0.6012 65 0.8344 0.9067 0.8690 150 0.6486 0.8276 0.7273 29 0.6667 0.8824 0.7595 34 0.6902 0.8632 0.7671 0.9468
0.1556 6.0 636 0.1712 0.6813 0.8493 0.7561 73 0.5094 0.8308 0.6316 65 0.8415 0.92 0.8790 150 0.5106 0.8276 0.6316 29 0.5833 0.8235 0.6829 34 0.6711 0.8718 0.7584 0.9397
0.1437 7.0 742 0.1417 0.7326 0.8630 0.7925 73 0.5730 0.7846 0.6623 65 0.8364 0.92 0.8762 150 0.6 0.8276 0.6957 29 0.7692 0.8824 0.8219 34 0.7303 0.8718 0.7948 0.9535
0.1338 8.0 848 0.1463 0.6774 0.8630 0.7590 73 0.5955 0.8154 0.6883 65 0.8571 0.92 0.8875 150 0.6 0.8276 0.6957 29 0.6744 0.8529 0.7532 34 0.7207 0.8746 0.7902 0.9530
0.1237 9.0 954 0.1244 0.7821 0.8356 0.8079 73 0.5699 0.8154 0.6709 65 0.8679 0.92 0.8932 150 0.6316 0.8276 0.7164 29 0.7692 0.8824 0.8219 34 0.7518 0.8718 0.8074 0.9572
0.1189 10.0 1060 0.1383 0.7722 0.8356 0.8026 73 0.5761 0.8154 0.6752 65 0.8405 0.9133 0.8754 150 0.6316 0.8276 0.7164 29 0.7895 0.8824 0.8333 34 0.7439 0.8689 0.8016 0.9532
0.1139 11.0 1166 0.1404 0.7875 0.8630 0.8235 73 0.6 0.7385 0.6621 65 0.8742 0.9267 0.8997 150 0.575 0.7931 0.6667 29 0.725 0.8529 0.7838 34 0.7569 0.8604 0.8053 0.9555
0.1056 12.0 1272 0.1330 0.7590 0.8630 0.8077 73 0.6136 0.8308 0.7059 65 0.8528 0.9267 0.8882 150 0.6486 0.8276 0.7273 29 0.7632 0.8529 0.8056 34 0.7555 0.8803 0.8132 0.9579
0.1032 13.0 1378 0.1293 0.7949 0.8493 0.8212 73 0.5684 0.8308 0.675 65 0.8589 0.9333 0.8946 150 0.6154 0.8276 0.7059 29 0.8056 0.8529 0.8286 34 0.7518 0.8803 0.8110 0.9569
0.1013 14.0 1484 0.1408 0.7625 0.8356 0.7974 73 0.6301 0.7077 0.6667 65 0.8395 0.9067 0.8718 150 0.6579 0.8621 0.7463 29 0.7368 0.8235 0.7778 34 0.7570 0.8433 0.7978 0.9564
0.0926 15.0 1590 0.1315 0.7949 0.8493 0.8212 73 0.5824 0.8154 0.6795 65 0.8589 0.9333 0.8946 150 0.6667 0.8966 0.7647 29 0.8056 0.8529 0.8286 34 0.7617 0.8832 0.8179 0.9569
0.0913 16.0 1696 0.1483 0.7848 0.8493 0.8158 73 0.6456 0.7846 0.7083 65 0.8485 0.9333 0.8889 150 0.5455 0.8276 0.6575 29 0.7179 0.8235 0.7671 34 0.7512 0.8689 0.8058 0.9555
0.0888 17.0 1802 0.1363 0.7692 0.8219 0.7947 73 0.6463 0.8154 0.7211 65 0.8537 0.9333 0.8917 150 0.7647 0.8966 0.8254 29 0.7 0.8235 0.7568 34 0.7714 0.8746 0.8198 0.9584
0.0861 18.0 1908 0.1478 0.7229 0.8219 0.7692 73 0.6310 0.8154 0.7114 65 0.8598 0.94 0.8981 150 0.6842 0.8966 0.7761 29 0.7368 0.8235 0.7778 34 0.7568 0.8775 0.8127 0.9559
0.0862 19.0 2014 0.1285 0.8026 0.8356 0.8188 73 0.6463 0.8154 0.7211 65 0.8571 0.92 0.8875 150 0.7429 0.8966 0.8125 29 0.7179 0.8235 0.7671 34 0.7786 0.8718 0.8226 0.9611
0.0787 20.0 2120 0.1397 0.7722 0.8356 0.8026 73 0.6265 0.8 0.7027 65 0.8580 0.9267 0.8910 150 0.625 0.8621 0.7246 29 0.8056 0.8529 0.8286 34 0.765 0.8718 0.8149 0.9569
0.0787 21.0 2226 0.1347 0.7821 0.8356 0.8079 73 0.6667 0.7385 0.7007 65 0.8519 0.92 0.8846 150 0.5111 0.7931 0.6216 29 0.8286 0.8529 0.8406 34 0.7628 0.8519 0.8048 0.9577
0.0776 22.0 2332 0.1375 0.7531 0.8356 0.7922 73 0.5761 0.8154 0.6752 65 0.8782 0.9133 0.8954 150 0.7143 0.8621 0.7813 29 0.8108 0.8824 0.8451 34 0.7631 0.8718 0.8138 0.9557
0.0735 23.0 2438 0.1337 0.7848 0.8493 0.8158 73 0.6795 0.8154 0.7413 65 0.8466 0.92 0.8818 150 0.7576 0.8621 0.8065 29 0.8378 0.9118 0.8732 34 0.7923 0.8803 0.8340 0.9619
0.073 24.0 2544 0.1394 0.7722 0.8356 0.8026 73 0.5955 0.8154 0.6883 65 0.8742 0.9267 0.8997 150 0.6944 0.8621 0.7692 29 0.8056 0.8529 0.8286 34 0.7694 0.8746 0.8187 0.9582
0.0713 25.0 2650 0.1423 0.7595 0.8219 0.7895 73 0.6625 0.8154 0.7310 65 0.8679 0.92 0.8932 150 0.6 0.8276 0.6957 29 0.7568 0.8235 0.7887 34 0.7671 0.8632 0.8123 0.9599
0.0672 26.0 2756 0.1509 0.75 0.8219 0.7843 73 0.65 0.8 0.7172 65 0.8758 0.94 0.9068 150 0.5854 0.8276 0.6857 29 0.7 0.8235 0.7568 34 0.7587 0.8689 0.8101 0.9569
0.0651 27.0 2862 0.1423 0.7662 0.8082 0.7867 73 0.6429 0.8308 0.7248 65 0.8671 0.9133 0.8896 150 0.6316 0.8276 0.7164 29 0.7838 0.8529 0.8169 34 0.7690 0.8632 0.8134 0.9582
0.0659 28.0 2968 0.1320 0.8182 0.8630 0.8400 73 0.6667 0.7692 0.7143 65 0.8846 0.92 0.9020 150 0.7353 0.8621 0.7937 29 0.8333 0.8824 0.8571 34 0.8095 0.8718 0.8395 0.9616
0.0619 29.0 3074 0.1354 0.8077 0.8630 0.8344 73 0.5833 0.8615 0.6957 65 0.9026 0.9267 0.9145 150 0.6857 0.8276 0.75 29 0.8378 0.9118 0.8732 34 0.7825 0.8917 0.8336 0.9616
0.06 30.0 3180 0.1395 0.7949 0.8493 0.8212 73 0.6456 0.7846 0.7083 65 0.8726 0.9133 0.8925 150 0.7273 0.8276 0.7742 29 0.7568 0.8235 0.7887 34 0.7865 0.8604 0.8218 0.9614
0.0597 31.0 3286 0.1365 0.7805 0.8767 0.8258 73 0.6528 0.7231 0.6861 65 0.8968 0.9267 0.9115 150 0.6757 0.8621 0.7576 29 0.8108 0.8824 0.8451 34 0.7963 0.8689 0.8311 0.9623
0.0571 32.0 3392 0.1599 0.8101 0.8767 0.8421 73 0.5914 0.8462 0.6962 65 0.8917 0.9333 0.9121 150 0.6410 0.8621 0.7353 29 0.7778 0.8235 0.8000 34 0.7723 0.8889 0.8265 0.9572
0.0567 33.0 3498 0.1453 0.8125 0.8904 0.8497 73 0.6625 0.8154 0.7310 65 0.8854 0.9267 0.9055 150 0.7353 0.8621 0.7937 29 0.8056 0.8529 0.8286 34 0.8036 0.8860 0.8428 0.9633
0.0538 34.0 3604 0.1439 0.7692 0.8219 0.7947 73 0.6582 0.8 0.7222 65 0.8671 0.9133 0.8896 150 0.7647 0.8966 0.8254 29 0.8056 0.8529 0.8286 34 0.7896 0.8661 0.8261 0.9619
0.055 35.0 3710 0.1483 0.7654 0.8493 0.8052 73 0.6579 0.7692 0.7092 65 0.8734 0.92 0.8961 150 0.6571 0.7931 0.7188 29 0.7568 0.8235 0.7887 34 0.7778 0.8575 0.8157 0.9591
0.051 36.0 3816 0.1518 0.8133 0.8356 0.8243 73 0.625 0.7692 0.6897 65 0.8634 0.9267 0.8939 150 0.6944 0.8621 0.7692 29 0.8056 0.8529 0.8286 34 0.7835 0.8661 0.8227 0.9587
0.0525 37.0 3922 0.1550 0.7949 0.8493 0.8212 73 0.6494 0.7692 0.7042 65 0.8790 0.92 0.8990 150 0.6857 0.8276 0.75 29 0.7568 0.8235 0.7887 34 0.7865 0.8604 0.8218 0.9587
0.0513 38.0 4028 0.1399 0.8077 0.8630 0.8344 73 0.7143 0.7692 0.7407 65 0.8726 0.9133 0.8925 150 0.6757 0.8621 0.7576 29 0.7838 0.8529 0.8169 34 0.8021 0.8661 0.8329 0.9616
0.0511 39.0 4134 0.1429 0.8312 0.8767 0.8533 73 0.6386 0.8154 0.7162 65 0.8688 0.9267 0.8968 150 0.7059 0.8276 0.7619 29 0.7632 0.8529 0.8056 34 0.7883 0.8803 0.8318 0.9614
0.0479 40.0 4240 0.1604 0.7975 0.8630 0.8289 73 0.5778 0.8 0.6710 65 0.8910 0.9267 0.9085 150 0.6316 0.8276 0.7164 29 0.7568 0.8235 0.7887 34 0.765 0.8718 0.8149 0.9567
0.0478 41.0 4346 0.1464 0.8312 0.8767 0.8533 73 0.6538 0.7846 0.7133 65 0.8671 0.9133 0.8896 150 0.7941 0.9310 0.8571 29 0.8333 0.8824 0.8571 34 0.8068 0.8803 0.8420 0.9621
0.0452 42.0 4452 0.1471 0.8052 0.8493 0.8267 73 0.6582 0.8 0.7222 65 0.8797 0.9267 0.9026 150 0.7143 0.8621 0.7813 29 0.7838 0.8529 0.8169 34 0.7953 0.8746 0.8331 0.9616
0.0444 43.0 4558 0.1581 0.8025 0.8904 0.8442 73 0.6933 0.8 0.7429 65 0.8774 0.9067 0.8918 150 0.7143 0.8621 0.7813 29 0.7632 0.8529 0.8056 34 0.7995 0.8746 0.8354 0.9619
0.0444 44.0 4664 0.1480 0.84 0.8630 0.8514 73 0.6667 0.8 0.7273 65 0.8790 0.92 0.8990 150 0.7647 0.8966 0.8254 29 0.8824 0.8824 0.8824 34 0.8175 0.8803 0.8477 0.9643
0.0449 45.0 4770 0.1640 0.8101 0.8767 0.8421 73 0.6071 0.7846 0.6846 65 0.8726 0.9133 0.8925 150 0.6486 0.8276 0.7273 29 0.8571 0.8824 0.8696 34 0.7806 0.8718 0.8237 0.9584
0.0415 46.0 4876 0.1475 0.8205 0.8767 0.8477 73 0.7101 0.7538 0.7313 65 0.8599 0.9 0.8795 150 0.7353 0.8621 0.7937 29 0.8056 0.8529 0.8286 34 0.8075 0.8604 0.8331 0.9621
0.0427 47.0 4982 0.1591 0.8101 0.8767 0.8421 73 0.68 0.7846 0.7286 65 0.8519 0.92 0.8846 150 0.7143 0.8621 0.7813 29 0.8108 0.8824 0.8451 34 0.7938 0.8775 0.8336 0.9606
0.0424 48.0 5088 0.1640 0.7975 0.8630 0.8289 73 0.7059 0.7385 0.7218 65 0.8625 0.92 0.8903 150 0.7353 0.8621 0.7937 29 0.7568 0.8235 0.7887 34 0.7989 0.8604 0.8285 0.9611
0.0408 49.0 5194 0.1615 0.8025 0.8904 0.8442 73 0.7101 0.7538 0.7313 65 0.8790 0.92 0.8990 150 0.6757 0.8621 0.7576 29 0.8056 0.8529 0.8286 34 0.8053 0.8718 0.8372 0.9621
0.0403 50.0 5300 0.1616 0.8025 0.8904 0.8442 73 0.6667 0.7692 0.7143 65 0.8616 0.9133 0.8867 150 0.6857 0.8276 0.75 29 0.7838 0.8529 0.8169 34 0.7881 0.8689 0.8266 0.9599
0.0374 51.0 5406 0.1660 0.8025 0.8904 0.8442 73 0.7313 0.7538 0.7424 65 0.85 0.9067 0.8774 150 0.7143 0.8621 0.7813 29 0.8571 0.8824 0.8696 34 0.8069 0.8689 0.8368 0.9628
0.0382 52.0 5512 0.1770 0.7949 0.8493 0.8212 73 0.6279 0.8308 0.7152 65 0.8671 0.9133 0.8896 150 0.7353 0.8621 0.7937 29 0.7368 0.8235 0.7778 34 0.7766 0.8718 0.8215 0.9577
0.038 53.0 5618 0.1719 0.7952 0.9041 0.8462 73 0.6986 0.7846 0.7391 65 0.8571 0.92 0.8875 150 0.7143 0.8621 0.7813 29 0.7778 0.8235 0.8000 34 0.7938 0.8775 0.8336 0.9596
0.0362 54.0 5724 0.1769 0.8 0.8767 0.8366 73 0.6623 0.7846 0.7183 65 0.8553 0.9067 0.8803 150 0.7879 0.8966 0.8387 29 0.8333 0.8824 0.8571 34 0.7974 0.8746 0.8342 0.9589
0.034 55.0 5830 0.1652 0.7901 0.8767 0.8312 73 0.68 0.7846 0.7286 65 0.8718 0.9067 0.8889 150 0.7941 0.9310 0.8571 29 0.8333 0.8824 0.8571 34 0.8063 0.8775 0.8404 0.9616
0.033 56.0 5936 0.1687 0.8077 0.8630 0.8344 73 0.7424 0.7538 0.7481 65 0.8562 0.9133 0.8839 150 0.7353 0.8621 0.7937 29 0.8108 0.8824 0.8451 34 0.8107 0.8661 0.8375 0.9623
0.0357 57.0 6042 0.1678 0.8289 0.8630 0.8456 73 0.7869 0.7385 0.7619 65 0.8608 0.9067 0.8831 150 0.7429 0.8966 0.8125 29 0.7838 0.8529 0.8169 34 0.8229 0.8604 0.8412 0.9619
0.0341 58.0 6148 0.1673 0.8312 0.8767 0.8533 73 0.7627 0.6923 0.7258 65 0.8654 0.9 0.8824 150 0.7647 0.8966 0.8254 29 0.7778 0.8235 0.8000 34 0.8232 0.8490 0.8359 0.9611
0.0324 59.0 6254 0.1702 0.8 0.8767 0.8366 73 0.6842 0.8 0.7376 65 0.8726 0.9133 0.8925 150 0.7273 0.8276 0.7742 29 0.8056 0.8529 0.8286 34 0.8010 0.8718 0.8349 0.9633
0.0333 60.0 6360 0.1655 0.8333 0.8904 0.8609 73 0.7206 0.7538 0.7368 65 0.8896 0.9133 0.9013 150 0.7576 0.8621 0.8065 29 0.8333 0.8824 0.8571 34 0.8293 0.8718 0.8500 0.9658
0.0327 61.0 6466 0.1797 0.8182 0.8630 0.8400 73 0.6933 0.8 0.7429 65 0.8466 0.92 0.8818 150 0.6857 0.8276 0.75 29 0.8571 0.8824 0.8696 34 0.7974 0.8746 0.8342 0.9609
0.0315 62.0 6572 0.1808 0.8101 0.8767 0.8421 73 0.7042 0.7692 0.7353 65 0.8553 0.9067 0.8803 150 0.7353 0.8621 0.7937 29 0.7778 0.8235 0.8000 34 0.7995 0.8632 0.8301 0.9601
0.0295 63.0 6678 0.1738 0.8148 0.9041 0.8571 73 0.6806 0.7538 0.7153 65 0.8625 0.92 0.8903 150 0.8182 0.9310 0.8710 29 0.8333 0.8824 0.8571 34 0.8115 0.8832 0.8458 0.9626
0.0296 64.0 6784 0.1676 0.8 0.8767 0.8366 73 0.7313 0.7538 0.7424 65 0.8571 0.92 0.8875 150 0.7941 0.9310 0.8571 29 0.8333 0.8824 0.8571 34 0.8148 0.8775 0.8450 0.9631
0.0297 65.0 6890 0.1690 0.8312 0.8767 0.8533 73 0.7183 0.7846 0.75 65 0.8645 0.8933 0.8787 150 0.7353 0.8621 0.7937 29 0.8 0.8235 0.8116 34 0.8118 0.8604 0.8354 0.9621
0.028 66.0 6996 0.1747 0.7875 0.8630 0.8235 73 0.7463 0.7692 0.7576 65 0.8679 0.92 0.8932 150 0.8182 0.9310 0.8710 29 0.8333 0.8824 0.8571 34 0.8213 0.8775 0.8485 0.9648
0.0278 67.0 7102 0.1767 0.8182 0.8630 0.8400 73 0.6986 0.7846 0.7391 65 0.8645 0.8933 0.8787 150 0.7879 0.8966 0.8387 29 0.8333 0.8824 0.8571 34 0.8128 0.8661 0.8386 0.9616
0.0292 68.0 7208 0.1809 0.7875 0.8630 0.8235 73 0.6849 0.7692 0.7246 65 0.8954 0.9133 0.9043 150 0.7647 0.8966 0.8254 29 0.7838 0.8529 0.8169 34 0.8090 0.8689 0.8379 0.9626
0.0264 69.0 7314 0.1725 0.8125 0.8904 0.8497 73 0.6579 0.7692 0.7092 65 0.8782 0.9133 0.8954 150 0.8182 0.9310 0.8710 29 0.8333 0.8824 0.8571 34 0.8110 0.8803 0.8443 0.9641
0.0259 70.0 7420 0.1752 0.8228 0.8904 0.8553 73 0.7083 0.7846 0.7445 65 0.8782 0.9133 0.8954 150 0.7143 0.8621 0.7813 29 0.8333 0.8824 0.8571 34 0.8148 0.8775 0.8450 0.9638
0.0274 71.0 7526 0.1907 0.8228 0.8904 0.8553 73 0.7083 0.7846 0.7445 65 0.8509 0.9133 0.8810 150 0.7429 0.8966 0.8125 29 0.8056 0.8529 0.8286 34 0.8042 0.8775 0.8392 0.9611
0.0273 72.0 7632 0.1915 0.8125 0.8904 0.8497 73 0.7353 0.7692 0.7519 65 0.8491 0.9 0.8738 150 0.7647 0.8966 0.8254 29 0.7368 0.8235 0.7778 34 0.8021 0.8661 0.8329 0.9599
0.0279 73.0 7738 0.1847 0.7975 0.8630 0.8289 73 0.6753 0.8 0.7324 65 0.8553 0.9067 0.8803 150 0.7941 0.9310 0.8571 29 0.7778 0.8235 0.8000 34 0.7948 0.8718 0.8315 0.9614
0.0267 74.0 7844 0.1840 0.8101 0.8767 0.8421 73 0.7424 0.7538 0.7481 65 0.8438 0.9 0.8710 150 0.7429 0.8966 0.8125 29 0.8056 0.8529 0.8286 34 0.8059 0.8632 0.8336 0.9626
0.0257 75.0 7950 0.1875 0.7952 0.9041 0.8462 73 0.6543 0.8154 0.7260 65 0.85 0.9067 0.8774 150 0.7941 0.9310 0.8571 29 0.8056 0.8529 0.8286 34 0.7893 0.8860 0.8349 0.9619
0.0257 76.0 8056 0.1842 0.8101 0.8767 0.8421 73 0.6849 0.7692 0.7246 65 0.8710 0.9 0.8852 150 0.7941 0.9310 0.8571 29 0.8333 0.8824 0.8571 34 0.8117 0.8718 0.8407 0.9628
0.0248 77.0 8162 0.1978 0.7975 0.8630 0.8289 73 0.6667 0.7692 0.7143 65 0.8544 0.9 0.8766 150 0.7879 0.8966 0.8387 29 0.8056 0.8529 0.8286 34 0.7953 0.8632 0.8279 0.9589
0.0248 78.0 8268 0.1951 0.7683 0.8630 0.8129 73 0.7143 0.7692 0.7407 65 0.85 0.9067 0.8774 150 0.7941 0.9310 0.8571 29 0.8056 0.8529 0.8286 34 0.7984 0.8689 0.8322 0.9606
0.0237 79.0 8374 0.1940 0.8025 0.8904 0.8442 73 0.7183 0.7846 0.75 65 0.8590 0.8933 0.8758 150 0.7647 0.8966 0.8254 29 0.8056 0.8529 0.8286 34 0.8069 0.8689 0.8368 0.9604
0.0261 80.0 8480 0.1934 0.8 0.8767 0.8366 73 0.7429 0.8 0.7704 65 0.8438 0.9 0.8710 150 0.6944 0.8621 0.7692 29 0.8056 0.8529 0.8286 34 0.7984 0.8689 0.8322 0.9614
0.0234 81.0 8586 0.1913 0.8025 0.8904 0.8442 73 0.7246 0.7692 0.7463 65 0.8654 0.9 0.8824 150 0.75 0.9310 0.8308 29 0.8056 0.8529 0.8286 34 0.8095 0.8718 0.8395 0.9626
0.0217 82.0 8692 0.1952 0.8025 0.8904 0.8442 73 0.6986 0.7846 0.7391 65 0.8599 0.9 0.8795 150 0.8182 0.9310 0.8710 29 0.8056 0.8529 0.8286 34 0.8079 0.8746 0.8399 0.9623
0.0234 83.0 8798 0.1946 0.8025 0.8904 0.8442 73 0.7846 0.7846 0.7846 65 0.8671 0.9133 0.8896 150 0.7941 0.9310 0.8571 29 0.8333 0.8824 0.8571 34 0.8289 0.8832 0.8552 0.9655
0.0237 84.0 8904 0.1982 0.7927 0.8904 0.8387 73 0.7246 0.7692 0.7463 65 0.8616 0.9133 0.8867 150 0.7222 0.8966 0.8000 29 0.8056 0.8529 0.8286 34 0.8037 0.8746 0.8377 0.9616
0.0247 85.0 9010 0.2003 0.8025 0.8904 0.8442 73 0.7083 0.7846 0.7445 65 0.8616 0.9133 0.8867 150 0.7143 0.8621 0.7813 29 0.8056 0.8529 0.8286 34 0.8016 0.8746 0.8365 0.9619
0.0218 86.0 9116 0.1952 0.8 0.8767 0.8366 73 0.7042 0.7692 0.7353 65 0.8726 0.9133 0.8925 150 0.7941 0.9310 0.8571 29 0.8056 0.8529 0.8286 34 0.8122 0.8746 0.8422 0.9641
0.0224 87.0 9222 0.1952 0.8125 0.8904 0.8497 73 0.7391 0.7846 0.7612 65 0.8671 0.9133 0.8896 150 0.7143 0.8621 0.7813 29 0.8056 0.8529 0.8286 34 0.8122 0.8746 0.8422 0.9641
0.0211 88.0 9328 0.1970 0.8 0.8767 0.8366 73 0.6892 0.7846 0.7338 65 0.8726 0.9133 0.8925 150 0.7143 0.8621 0.7813 29 0.8056 0.8529 0.8286 34 0.8010 0.8718 0.8349 0.9621
0.021 89.0 9434 0.2001 0.7975 0.8630 0.8289 73 0.7183 0.7846 0.75 65 0.8553 0.9067 0.8803 150 0.7143 0.8621 0.7813 29 0.8056 0.8529 0.8286 34 0.8 0.8661 0.8317 0.9614
0.0216 90.0 9540 0.1966 0.7949 0.8493 0.8212 73 0.7391 0.7846 0.7612 65 0.8671 0.9133 0.8896 150 0.7353 0.8621 0.7937 29 0.7838 0.8529 0.8169 34 0.8085 0.8661 0.8363 0.9631
0.0217 91.0 9646 0.1958 0.8 0.8767 0.8366 73 0.7083 0.7846 0.7445 65 0.8616 0.9133 0.8867 150 0.7647 0.8966 0.8254 29 0.8056 0.8529 0.8286 34 0.8058 0.8746 0.8388 0.9626
0.0198 92.0 9752 0.1979 0.8 0.8767 0.8366 73 0.7391 0.7846 0.7612 65 0.8671 0.9133 0.8896 150 0.7647 0.8966 0.8254 29 0.7838 0.8529 0.8169 34 0.8122 0.8746 0.8422 0.9636
0.0205 93.0 9858 0.1975 0.7975 0.8630 0.8289 73 0.75 0.7846 0.7669 65 0.8671 0.9133 0.8896 150 0.7429 0.8966 0.8125 29 0.8108 0.8824 0.8451 34 0.8143 0.8746 0.8434 0.9636
0.0206 94.0 9964 0.1997 0.7975 0.8630 0.8289 73 0.7286 0.7846 0.7556 65 0.8662 0.9067 0.8860 150 0.7429 0.8966 0.8125 29 0.7838 0.8529 0.8169 34 0.8069 0.8689 0.8368 0.9623
0.0214 95.0 10070 0.1992 0.7927 0.8904 0.8387 73 0.7083 0.7846 0.7445 65 0.8553 0.9067 0.8803 150 0.7647 0.8966 0.8254 29 0.7838 0.8529 0.8169 34 0.7995 0.8746 0.8354 0.9614
0.0208 96.0 10176 0.1982 0.7831 0.8904 0.8333 73 0.75 0.7846 0.7669 65 0.8553 0.9067 0.8803 150 0.7353 0.8621 0.7937 29 0.8108 0.8824 0.8451 34 0.8058 0.8746 0.8388 0.9623
0.0217 97.0 10282 0.1967 0.8025 0.8904 0.8442 73 0.75 0.7846 0.7669 65 0.8608 0.9067 0.8831 150 0.7353 0.8621 0.7937 29 0.7838 0.8529 0.8169 34 0.8095 0.8718 0.8395 0.9631
0.0205 98.0 10388 0.1988 0.7927 0.8904 0.8387 73 0.75 0.7846 0.7669 65 0.8553 0.9067 0.8803 150 0.7353 0.8621 0.7937 29 0.7838 0.8529 0.8169 34 0.8053 0.8718 0.8372 0.9621
0.0204 99.0 10494 0.1968 0.8025 0.8904 0.8442 73 0.75 0.7846 0.7669 65 0.8608 0.9067 0.8831 150 0.7143 0.8621 0.7813 29 0.7838 0.8529 0.8169 34 0.8074 0.8718 0.8384 0.9628
0.022 100.0 10600 0.1972 0.8025 0.8904 0.8442 73 0.75 0.7846 0.7669 65 0.8553 0.9067 0.8803 150 0.7353 0.8621 0.7937 29 0.7838 0.8529 0.8169 34 0.8074 0.8718 0.8384 0.9626

Framework versions

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