Hugging Face's logo

apwic
/
nerugm-unipelt-0

TensorBoard
Indonesian
Generated from Trainer
Model card Files Metrics Community
nerugm-unipelt-0 / README.md
apwic's picture
apwic
End of training
2ab4faa verified
preview code
|
raw
history blame
49.5 kB
metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-unipelt-0
    results: []

nerugm-unipelt-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: 0.2432
  • Location Precision: 0.7975
  • Location Recall: 0.9130
  • Location F1: 0.8514
  • Location Number: 69
  • Organization Precision: 0.6667
  • Organization Recall: 0.7586
  • Organization F1: 0.7097
  • Organization Number: 58
  • Person Precision: 0.8625
  • Person Recall: 0.9079
  • Person F1: 0.8846
  • Person Number: 152
  • Quantity Precision: 0.7576
  • Quantity Recall: 0.8333
  • Quantity F1: 0.7937
  • Quantity Number: 30
  • Time Precision: 0.8667
  • Time Recall: 0.8966
  • Time F1: 0.8814
  • Time Number: 29
  • Overall Precision: 0.8043
  • Overall Recall: 0.8757
  • Overall F1: 0.8385
  • Overall Accuracy: 0.9611

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
0.9292 1.0 106 0.6127 0.0 0.0 0.0 69 0.0 0.0 0.0 58 0.3333 0.0066 0.0129 152 0.0 0.0 0.0 30 0.0 0.0 0.0 29 0.3333 0.0030 0.0059 0.8399
0.5076 2.0 212 0.3346 0.4074 0.3188 0.3577 69 0.1613 0.0862 0.1124 58 0.5789 0.7961 0.6704 152 0.0 0.0 0.0 30 0.4688 0.5172 0.4918 29 0.4794 0.4822 0.4808 0.9045
0.2907 3.0 318 0.1992 0.5644 0.8261 0.6706 69 0.3676 0.4310 0.3968 58 0.7514 0.875 0.8085 152 0.5 0.7667 0.6053 30 0.7742 0.8276 0.8000 29 0.6194 0.7751 0.6886 0.9324
0.1931 4.0 424 0.1906 0.6923 0.9130 0.7875 69 0.5513 0.7414 0.6324 58 0.7026 0.9013 0.7896 152 0.5208 0.8333 0.6410 30 0.5 0.7931 0.6133 29 0.6354 0.8609 0.7312 0.9352
0.1671 5.0 530 0.1366 0.7568 0.8116 0.7832 69 0.5732 0.8103 0.6714 58 0.8107 0.9013 0.8536 152 0.6923 0.9 0.7826 30 0.8333 0.8621 0.8475 29 0.7411 0.8639 0.7978 0.9534
0.1438 6.0 636 0.1369 0.6782 0.8551 0.7564 69 0.5375 0.7414 0.6232 58 0.7919 0.9013 0.8431 152 0.6410 0.8333 0.7246 30 0.6571 0.7931 0.7188 29 0.6932 0.8491 0.7633 0.9529
0.1337 7.0 742 0.1254 0.7024 0.8551 0.7712 69 0.625 0.6897 0.6557 58 0.8313 0.9079 0.8679 152 0.6579 0.8333 0.7353 30 0.8065 0.8621 0.8333 29 0.7493 0.8491 0.7961 0.9585
0.1244 8.0 848 0.1290 0.7895 0.8696 0.8276 69 0.6324 0.7414 0.6825 58 0.8424 0.9145 0.8770 152 0.6471 0.7333 0.6875 30 0.7188 0.7931 0.7541 29 0.7653 0.8491 0.8050 0.9572
0.1195 9.0 954 0.1241 0.7722 0.8841 0.8243 69 0.6286 0.7586 0.6875 58 0.8166 0.9079 0.8598 152 0.7143 0.8333 0.7692 30 0.7576 0.8621 0.8065 29 0.7591 0.8669 0.8094 0.9593
0.1083 10.0 1060 0.1263 0.7262 0.8841 0.7974 69 0.6286 0.7586 0.6875 58 0.8466 0.9079 0.8762 152 0.6944 0.8333 0.7576 30 0.8 0.8276 0.8136 29 0.7624 0.8639 0.8100 0.9593
0.1025 11.0 1166 0.1446 0.7442 0.9275 0.8258 69 0.6567 0.7586 0.7040 58 0.8580 0.9145 0.8854 152 0.5333 0.8 0.64 30 0.7273 0.8276 0.7742 29 0.7506 0.8728 0.8071 0.9552
0.0969 12.0 1272 0.1326 0.7262 0.8841 0.7974 69 0.6615 0.7414 0.6992 58 0.8519 0.9079 0.8790 152 0.6857 0.8 0.7385 30 0.7742 0.8276 0.8000 29 0.7692 0.8580 0.8112 0.9595
0.0885 13.0 1378 0.1166 0.7792 0.8696 0.8219 69 0.6567 0.7586 0.7040 58 0.8589 0.9211 0.8889 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.7967 0.8698 0.8317 0.9626
0.0897 14.0 1484 0.1263 0.775 0.8986 0.8322 69 0.6324 0.7414 0.6825 58 0.8415 0.9079 0.8734 152 0.7353 0.8333 0.7812 30 0.6486 0.8276 0.7273 29 0.7624 0.8639 0.8100 0.9603
0.0847 15.0 1590 0.1283 0.8182 0.9130 0.8630 69 0.6406 0.7069 0.6721 58 0.8519 0.9079 0.8790 152 0.6316 0.8 0.7059 30 0.6857 0.8276 0.75 29 0.7713 0.8580 0.8123 0.9593
0.0808 16.0 1696 0.1277 0.7821 0.8841 0.8299 69 0.6567 0.7586 0.7040 58 0.8679 0.9079 0.8875 152 0.7273 0.8 0.7619 30 0.7812 0.8621 0.8197 29 0.7913 0.8639 0.8260 0.9624
0.0746 17.0 1802 0.1327 0.7654 0.8986 0.8267 69 0.6522 0.7759 0.7087 58 0.8679 0.9079 0.8875 152 0.6857 0.8 0.7385 30 0.7742 0.8276 0.8000 29 0.7813 0.8669 0.8219 0.9593
0.0715 18.0 1908 0.1315 0.8378 0.8986 0.8671 69 0.6418 0.7414 0.688 58 0.8457 0.9013 0.8726 152 0.7059 0.8 0.7500 30 0.7742 0.8276 0.8000 29 0.7880 0.8580 0.8215 0.9595
0.0695 19.0 2014 0.1311 0.7848 0.8986 0.8378 69 0.6875 0.7586 0.7213 58 0.8509 0.9013 0.8754 152 0.6486 0.8 0.7164 30 0.7353 0.8621 0.7937 29 0.7787 0.8639 0.8191 0.9583
0.0705 20.0 2120 0.1300 0.8333 0.8696 0.8511 69 0.6418 0.7414 0.688 58 0.8466 0.9079 0.8762 152 0.7059 0.8 0.7500 30 0.8333 0.8621 0.8475 29 0.7923 0.8580 0.8239 0.9598
0.0623 21.0 2226 0.1415 0.8 0.9275 0.8591 69 0.6389 0.7931 0.7077 58 0.8917 0.9211 0.9061 152 0.7059 0.8 0.7500 30 0.7273 0.8276 0.7742 29 0.7926 0.8817 0.8347 0.9608
0.0636 22.0 2332 0.1487 0.7619 0.9275 0.8366 69 0.6267 0.8103 0.7068 58 0.8466 0.9079 0.8762 152 0.7059 0.8 0.7500 30 0.7143 0.8621 0.7813 29 0.7621 0.8817 0.8176 0.9590
0.0571 23.0 2438 0.1372 0.8356 0.8841 0.8592 69 0.6479 0.7931 0.7132 58 0.8608 0.8947 0.8774 152 0.7059 0.8 0.7500 30 0.8065 0.8621 0.8333 29 0.7956 0.8639 0.8284 0.9603
0.0574 24.0 2544 0.1418 0.8158 0.8986 0.8552 69 0.6216 0.7931 0.6970 58 0.8634 0.9145 0.8882 152 0.7059 0.8 0.7500 30 0.8276 0.8276 0.8276 29 0.7888 0.8728 0.8287 0.9626
0.0542 25.0 2650 0.1343 0.8378 0.8986 0.8671 69 0.6984 0.7586 0.7273 58 0.8571 0.9079 0.8818 152 0.7059 0.8 0.7500 30 0.8667 0.8966 0.8814 29 0.8122 0.8698 0.84 0.9634
0.0526 26.0 2756 0.1440 0.8472 0.8841 0.8652 69 0.7188 0.7931 0.7541 58 0.8519 0.9079 0.8790 152 0.7273 0.8 0.7619 30 0.8333 0.8621 0.8475 29 0.8144 0.8698 0.8412 0.9631
0.0477 27.0 2862 0.1605 0.8182 0.9130 0.8630 69 0.6618 0.7759 0.7143 58 0.8395 0.8947 0.8662 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7855 0.8669 0.8242 0.9593
0.048 28.0 2968 0.1559 0.8378 0.8986 0.8671 69 0.6522 0.7759 0.7087 58 0.8625 0.9079 0.8846 152 0.7059 0.8 0.7500 30 0.7742 0.8276 0.8000 29 0.7962 0.8669 0.8300 0.9580
0.0481 29.0 3074 0.1556 0.8101 0.9275 0.8649 69 0.6076 0.8276 0.7007 58 0.8625 0.9079 0.8846 152 0.7059 0.8 0.7500 30 0.7812 0.8621 0.8197 29 0.7786 0.8846 0.8283 0.9595
0.045 30.0 3180 0.1507 0.8101 0.9275 0.8649 69 0.7069 0.7069 0.7069 58 0.8519 0.9079 0.8790 152 0.7273 0.8 0.7619 30 0.8333 0.8621 0.8475 29 0.8066 0.8639 0.8343 0.9621
0.0445 31.0 3286 0.1512 0.8 0.9275 0.8591 69 0.6714 0.8103 0.7344 58 0.8679 0.9079 0.8875 152 0.7059 0.8 0.7500 30 0.75 0.8276 0.7869 29 0.792 0.8787 0.8331 0.9618
0.042 32.0 3392 0.1591 0.8182 0.9130 0.8630 69 0.6316 0.8276 0.7164 58 0.8383 0.9211 0.8777 152 0.7353 0.8333 0.7812 30 0.7576 0.8621 0.8065 29 0.7778 0.8905 0.8303 0.9595
0.0394 33.0 3498 0.1586 0.8267 0.8986 0.8611 69 0.6567 0.7586 0.7040 58 0.8580 0.9145 0.8854 152 0.7059 0.8 0.7500 30 0.75 0.8276 0.7869 29 0.7919 0.8669 0.8277 0.9603
0.0378 34.0 3604 0.1541 0.8077 0.9130 0.8571 69 0.6479 0.7931 0.7132 58 0.8519 0.9079 0.8790 152 0.7059 0.8 0.7500 30 0.8065 0.8621 0.8333 29 0.7872 0.8757 0.8291 0.9618
0.0375 35.0 3710 0.1546 0.8077 0.9130 0.8571 69 0.6909 0.6552 0.6726 58 0.8696 0.9211 0.8946 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.8056 0.8580 0.8309 0.9626
0.0384 36.0 3816 0.1604 0.84 0.9130 0.8750 69 0.6571 0.7931 0.7188 58 0.8797 0.9145 0.8968 152 0.7273 0.8 0.7619 30 0.8333 0.8621 0.8475 29 0.8115 0.8787 0.8438 0.9624
0.0337 37.0 3922 0.1641 0.8205 0.9275 0.8707 69 0.6935 0.7414 0.7167 58 0.8519 0.9079 0.8790 152 0.7353 0.8333 0.7812 30 0.8966 0.8966 0.8966 29 0.8110 0.8757 0.8421 0.9624
0.0327 38.0 4028 0.1765 0.8077 0.9130 0.8571 69 0.6818 0.7759 0.7258 58 0.8616 0.9013 0.8810 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.7967 0.8698 0.8317 0.9601
0.033 39.0 4134 0.1700 0.8267 0.8986 0.8611 69 0.6818 0.7759 0.7258 58 0.8616 0.9013 0.8810 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.8005 0.8669 0.8324 0.9601
0.0333 40.0 4240 0.1745 0.8052 0.8986 0.8493 69 0.6716 0.7759 0.7200 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.7742 0.8276 0.8000 29 0.7984 0.8669 0.8312 0.9601
0.0296 41.0 4346 0.1779 0.8333 0.8696 0.8511 69 0.6522 0.7759 0.7087 58 0.8395 0.8947 0.8662 152 0.7576 0.8333 0.7937 30 0.8387 0.8966 0.8667 29 0.7956 0.8639 0.8284 0.9613
0.0305 42.0 4452 0.1734 0.8333 0.8696 0.8511 69 0.6176 0.7241 0.6667 58 0.8679 0.9079 0.8875 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8033 0.8580 0.8298 0.9618
0.029 43.0 4558 0.1849 0.8356 0.8841 0.8592 69 0.6812 0.8103 0.7402 58 0.8562 0.9013 0.8782 152 0.7576 0.8333 0.7937 30 0.7812 0.8621 0.8197 29 0.8038 0.8728 0.8369 0.9611
0.0289 44.0 4664 0.1703 0.8289 0.9130 0.8690 69 0.6667 0.7241 0.6942 58 0.8553 0.8947 0.8746 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8083 0.8609 0.8338 0.9611
0.0294 45.0 4770 0.1817 0.8026 0.8841 0.8414 69 0.7188 0.7931 0.7541 58 0.8562 0.9013 0.8782 152 0.7353 0.8333 0.7812 30 0.7812 0.8621 0.8197 29 0.8033 0.8698 0.8352 0.9611
0.0262 46.0 4876 0.1890 0.8182 0.9130 0.8630 69 0.6875 0.7586 0.7213 58 0.8679 0.9079 0.8875 152 0.7576 0.8333 0.7937 30 0.7812 0.8621 0.8197 29 0.8082 0.8728 0.8393 0.9626
0.0261 47.0 4982 0.1839 0.8267 0.8986 0.8611 69 0.7143 0.7759 0.7438 58 0.8671 0.9013 0.8839 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8217 0.8728 0.8465 0.9626
0.027 48.0 5088 0.1841 0.8101 0.9275 0.8649 69 0.6714 0.8103 0.7344 58 0.8671 0.9013 0.8839 152 0.7576 0.8333 0.7937 30 0.8 0.8276 0.8136 29 0.8027 0.8787 0.8390 0.9616
0.0243 49.0 5194 0.1802 0.8472 0.8841 0.8652 69 0.7119 0.7241 0.7179 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8239 0.8580 0.8406 0.9629
0.0243 50.0 5300 0.1870 0.8101 0.9275 0.8649 69 0.6567 0.7586 0.7040 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8 0.8276 0.8136 29 0.7995 0.8728 0.8345 0.9613
0.0256 51.0 5406 0.1920 0.8267 0.8986 0.8611 69 0.6301 0.7931 0.7023 58 0.8671 0.9013 0.8839 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8016 0.8728 0.8357 0.9613
0.0233 52.0 5512 0.2000 0.8267 0.8986 0.8611 69 0.6316 0.8276 0.7164 58 0.8519 0.9079 0.8790 152 0.7576 0.8333 0.7937 30 0.7931 0.7931 0.7931 29 0.7893 0.8757 0.8303 0.9590
0.0233 53.0 5618 0.1970 0.8243 0.8841 0.8531 69 0.625 0.7759 0.6923 58 0.8625 0.9079 0.8846 152 0.7059 0.8 0.7500 30 0.8065 0.8621 0.8333 29 0.7898 0.8669 0.8265 0.9608
0.0211 54.0 5724 0.2172 0.8077 0.9130 0.8571 69 0.6716 0.7759 0.7200 58 0.8293 0.8947 0.8608 152 0.7812 0.8333 0.8065 30 0.8333 0.8621 0.8475 29 0.7925 0.8698 0.8293 0.9595
0.0217 55.0 5830 0.1964 0.8158 0.8986 0.8552 69 0.6029 0.7069 0.6508 58 0.8671 0.9013 0.8839 152 0.7812 0.8333 0.8065 30 0.8667 0.8966 0.8814 29 0.7995 0.8609 0.8291 0.9608
0.0214 56.0 5936 0.2022 0.84 0.9130 0.8750 69 0.6667 0.7586 0.7097 58 0.8571 0.9079 0.8818 152 0.7812 0.8333 0.8065 30 0.8333 0.8621 0.8475 29 0.8104 0.8728 0.8405 0.9621
0.0197 57.0 6042 0.2008 0.8052 0.8986 0.8493 69 0.6719 0.7414 0.7049 58 0.8734 0.9079 0.8903 152 0.7353 0.8333 0.7812 30 0.8 0.8276 0.8136 29 0.8044 0.8639 0.8331 0.9608
0.0216 58.0 6148 0.2114 0.8158 0.8986 0.8552 69 0.6479 0.7931 0.7132 58 0.8562 0.9013 0.8782 152 0.7576 0.8333 0.7937 30 0.8333 0.8621 0.8475 29 0.7973 0.8728 0.8333 0.9598
0.0197 59.0 6254 0.2084 0.8182 0.9130 0.8630 69 0.6667 0.7931 0.7244 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8065 0.8621 0.8333 29 0.8027 0.8787 0.8390 0.9601
0.0182 60.0 6360 0.2159 0.8182 0.9130 0.8630 69 0.6620 0.8103 0.7287 58 0.8457 0.9013 0.8726 152 0.7576 0.8333 0.7937 30 0.8387 0.8966 0.8667 29 0.7968 0.8817 0.8371 0.9603
0.0196 61.0 6466 0.2073 0.8182 0.9130 0.8630 69 0.6716 0.7759 0.7200 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8093 0.8787 0.8426 0.9616
0.0176 62.0 6572 0.2013 0.8378 0.8986 0.8671 69 0.6875 0.7586 0.7213 58 0.8424 0.9145 0.8770 152 0.7576 0.8333 0.7937 30 0.7931 0.7931 0.7931 29 0.8027 0.8669 0.8336 0.9606
0.0157 63.0 6678 0.2044 0.7922 0.8841 0.8356 69 0.6613 0.7069 0.6833 58 0.8671 0.9013 0.8839 152 0.7812 0.8333 0.8065 30 0.8065 0.8621 0.8333 29 0.8028 0.8550 0.8281 0.9601
0.0177 64.0 6784 0.2279 0.7805 0.9275 0.8477 69 0.6438 0.8103 0.7176 58 0.8263 0.9079 0.8652 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.7792 0.8876 0.8299 0.9590
0.0165 65.0 6890 0.2164 0.8052 0.8986 0.8493 69 0.6765 0.7931 0.7302 58 0.8405 0.9013 0.8698 152 0.7273 0.8 0.7619 30 0.8 0.8276 0.8136 29 0.7898 0.8669 0.8265 0.9585
0.0171 66.0 6996 0.2189 0.8101 0.9275 0.8649 69 0.6912 0.8103 0.7460 58 0.8415 0.9079 0.8734 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8021 0.8876 0.8427 0.9621
0.0167 67.0 7102 0.2306 0.8 0.9275 0.8591 69 0.6620 0.8103 0.7287 58 0.8485 0.9211 0.8833 152 0.7576 0.8333 0.7937 30 0.7143 0.8621 0.7813 29 0.7839 0.8905 0.8338 0.9598
0.0156 68.0 7208 0.2198 0.8182 0.9130 0.8630 69 0.7121 0.8103 0.7581 58 0.8580 0.9145 0.8854 152 0.7812 0.8333 0.8065 30 0.8387 0.8966 0.8667 29 0.8152 0.8876 0.8499 0.9624
0.0156 69.0 7314 0.2162 0.8 0.9275 0.8591 69 0.6438 0.8103 0.7176 58 0.8734 0.9079 0.8903 152 0.7576 0.8333 0.7937 30 0.8333 0.8621 0.8475 29 0.7995 0.8846 0.8399 0.9616
0.0155 70.0 7420 0.2283 0.7711 0.9275 0.8421 69 0.6522 0.7759 0.7087 58 0.8476 0.9145 0.8797 152 0.7353 0.8333 0.7812 30 0.8333 0.8621 0.8475 29 0.7842 0.8817 0.8301 0.9593
0.0142 71.0 7526 0.2333 0.7975 0.9130 0.8514 69 0.6026 0.8103 0.6912 58 0.8562 0.9013 0.8782 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.7842 0.8817 0.8301 0.9590
0.0165 72.0 7632 0.2185 0.8182 0.9130 0.8630 69 0.6812 0.8103 0.7402 58 0.8553 0.8947 0.8746 152 0.7879 0.8667 0.8254 30 0.8387 0.8966 0.8667 29 0.8076 0.8817 0.8430 0.9621
0.0145 73.0 7738 0.2226 0.7848 0.8986 0.8378 69 0.6818 0.7759 0.7258 58 0.8608 0.8947 0.8774 152 0.7879 0.8667 0.8254 30 0.8333 0.8621 0.8475 29 0.8033 0.8698 0.8352 0.9606
0.0135 74.0 7844 0.2320 0.8077 0.9130 0.8571 69 0.6418 0.7414 0.688 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.8125 0.8966 0.8525 29 0.7967 0.8698 0.8317 0.9595
0.0138 75.0 7950 0.2414 0.7875 0.9130 0.8456 69 0.6620 0.8103 0.7287 58 0.8519 0.9079 0.8790 152 0.7576 0.8333 0.7937 30 0.7812 0.8621 0.8197 29 0.7884 0.8817 0.8324 0.9585
0.0129 76.0 8056 0.2295 0.8182 0.9130 0.8630 69 0.6875 0.7586 0.7213 58 0.8625 0.9079 0.8846 152 0.8125 0.8667 0.8387 30 0.8667 0.8966 0.8814 29 0.8182 0.8787 0.8474 0.9616
0.0118 77.0 8162 0.2392 0.775 0.8986 0.8322 69 0.6765 0.7931 0.7302 58 0.8415 0.9079 0.8734 152 0.7576 0.8333 0.7937 30 0.8387 0.8966 0.8667 29 0.7899 0.8787 0.8319 0.9595
0.0127 78.0 8268 0.2345 0.8289 0.9130 0.8690 69 0.6866 0.7931 0.736 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8132 0.8757 0.8433 0.9616
0.0122 79.0 8374 0.2423 0.7875 0.9130 0.8456 69 0.6912 0.8103 0.7460 58 0.8528 0.9145 0.8825 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8016 0.8846 0.8411 0.9608
0.0117 80.0 8480 0.2293 0.8514 0.9130 0.8811 69 0.6923 0.7759 0.7317 58 0.8562 0.9013 0.8782 152 0.7576 0.8333 0.7937 30 0.8276 0.8276 0.8276 29 0.8144 0.8698 0.8412 0.9624
0.012 81.0 8586 0.2393 0.7875 0.9130 0.8456 69 0.6571 0.7931 0.7188 58 0.8634 0.9145 0.8882 152 0.7273 0.8 0.7619 30 0.8667 0.8966 0.8814 29 0.7968 0.8817 0.8371 0.9601
0.013 82.0 8692 0.2316 0.7875 0.9130 0.8456 69 0.7097 0.7586 0.7333 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8104 0.8728 0.8405 0.9608
0.0115 83.0 8798 0.2321 0.7949 0.8986 0.8435 69 0.6667 0.7586 0.7097 58 0.8679 0.9079 0.8875 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8060 0.8728 0.8381 0.9606
0.0124 84.0 8904 0.2311 0.8077 0.9130 0.8571 69 0.6825 0.7414 0.7107 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8132 0.8757 0.8433 0.9616
0.0118 85.0 9010 0.2406 0.7875 0.9130 0.8456 69 0.6667 0.7586 0.7097 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.8333 0.8621 0.8475 29 0.7989 0.8698 0.8329 0.9603
0.0115 86.0 9116 0.2379 0.7875 0.9130 0.8456 69 0.6923 0.7759 0.7317 58 0.8571 0.9079 0.8818 152 0.7576 0.8333 0.7937 30 0.8333 0.8621 0.8475 29 0.8022 0.8757 0.8373 0.9611
0.0116 87.0 9222 0.2364 0.7975 0.9130 0.8514 69 0.6970 0.7931 0.7419 58 0.8625 0.9079 0.8846 152 0.7812 0.8333 0.8065 30 0.8667 0.8966 0.8814 29 0.8120 0.8817 0.8454 0.9624
0.0107 88.0 9328 0.2356 0.8158 0.8986 0.8552 69 0.6984 0.7586 0.7273 58 0.8616 0.9013 0.8810 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8144 0.8698 0.8412 0.9618
0.0099 89.0 9434 0.2441 0.7875 0.9130 0.8456 69 0.6818 0.7759 0.7258 58 0.8679 0.9079 0.8875 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8071 0.8787 0.8414 0.9611
0.0116 90.0 9540 0.2403 0.8101 0.9275 0.8649 69 0.6765 0.7931 0.7302 58 0.8625 0.9079 0.8846 152 0.7812 0.8333 0.8065 30 0.8966 0.8966 0.8966 29 0.8125 0.8846 0.8470 0.9618
0.0101 91.0 9646 0.2410 0.8182 0.9130 0.8630 69 0.6866 0.7931 0.736 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8147 0.8846 0.8482 0.9624
0.0104 92.0 9752 0.2380 0.7848 0.8986 0.8378 69 0.7031 0.7759 0.7377 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8110 0.8757 0.8421 0.9616
0.0113 93.0 9858 0.2393 0.8158 0.8986 0.8552 69 0.6765 0.7931 0.7302 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8087 0.8757 0.8409 0.9613
0.0104 94.0 9964 0.2401 0.8182 0.9130 0.8630 69 0.6818 0.7759 0.7258 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8110 0.8757 0.8421 0.9621
0.0108 95.0 10070 0.2410 0.8052 0.8986 0.8493 69 0.6912 0.8103 0.7460 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8093 0.8787 0.8426 0.9618
0.0102 96.0 10176 0.2441 0.7975 0.9130 0.8514 69 0.6716 0.7759 0.7200 58 0.8580 0.9145 0.8854 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8032 0.8817 0.8406 0.9613
0.0099 97.0 10282 0.2421 0.8077 0.9130 0.8571 69 0.6818 0.7759 0.7258 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8120 0.8817 0.8454 0.9616
0.009 98.0 10388 0.2427 0.8182 0.9130 0.8630 69 0.6765 0.7931 0.7302 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8621 0.8621 0.8621 29 0.8120 0.8817 0.8454 0.9621
0.0096 99.0 10494 0.2434 0.7975 0.9130 0.8514 69 0.6667 0.7586 0.7097 58 0.8688 0.9145 0.8910 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8071 0.8787 0.8414 0.9613
0.0099 100.0 10600 0.2432 0.7975 0.9130 0.8514 69 0.6667 0.7586 0.7097 58 0.8625 0.9079 0.8846 152 0.7576 0.8333 0.7937 30 0.8667 0.8966 0.8814 29 0.8043 0.8757 0.8385 0.9611

Framework versions

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