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nerugm-lora-r8-1

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metadata
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-lora-r8-1
    results: []

nerugm-lora-r8-1

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: 0.1245
  • Location Precision: 0.7468
  • Location Recall: 0.8551
  • Location F1: 0.7973
  • Location Number: 69
  • Organization Precision: 0.5875
  • Organization Recall: 0.7705
  • Organization F1: 0.6667
  • Organization Number: 61
  • Person Precision: 0.8333
  • Person Recall: 0.9150
  • Person F1: 0.8723
  • Person Number: 153
  • Quantity Precision: 0.6757
  • Quantity Recall: 0.7812
  • Quantity F1: 0.7246
  • Quantity Number: 32
  • Time Precision: 0.7838
  • Time Recall: 0.9355
  • Time F1: 0.8529
  • Time Number: 31
  • Overall Precision: 0.7481
  • Overall Recall: 0.8671
  • Overall F1: 0.8032
  • Overall Accuracy: 0.9594

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
1.2426 1.0 106 0.7389 0.0 0.0 0.0 69 0.0 0.0 0.0 61 0.0 0.0 0.0 153 0.0 0.0 0.0 32 0.0 0.0 0.0 31 0.0 0.0 0.0 0.8353
0.7083 2.0 212 0.6314 0.0 0.0 0.0 69 0.0 0.0 0.0 61 0.2 0.0065 0.0127 153 0.0 0.0 0.0 32 0.0 0.0 0.0 31 0.1429 0.0029 0.0057 0.8363
0.6256 3.0 318 0.5345 0.0 0.0 0.0 69 0.0 0.0 0.0 61 0.25 0.0392 0.0678 153 0.0 0.0 0.0 32 0.0 0.0 0.0 31 0.1622 0.0173 0.0313 0.8430
0.5318 4.0 424 0.4317 0.6667 0.0870 0.1538 69 0.0909 0.0164 0.0278 61 0.3608 0.2288 0.2800 153 0.0 0.0 0.0 32 0.3889 0.2258 0.2857 31 0.3630 0.1416 0.2037 0.8704
0.4253 5.0 530 0.3396 0.5 0.2899 0.3670 69 0.3448 0.1639 0.2222 61 0.6258 0.6667 0.6456 153 0.0 0.0 0.0 32 0.6129 0.6129 0.6129 31 0.5531 0.4364 0.4879 0.9061
0.3391 6.0 636 0.2711 0.4872 0.5507 0.5170 69 0.4 0.3607 0.3793 61 0.7011 0.8431 0.7656 153 0.4483 0.4062 0.4262 32 0.6216 0.7419 0.6765 31 0.5875 0.6503 0.6173 0.9252
0.2822 7.0 742 0.2393 0.5393 0.6957 0.6076 69 0.48 0.5902 0.5294 61 0.7624 0.9020 0.8263 153 0.4211 0.5 0.4571 32 0.7143 0.8065 0.7576 31 0.6292 0.7601 0.6885 0.9344
0.2444 8.0 848 0.2084 0.6092 0.7681 0.6795 69 0.4713 0.6721 0.5541 61 0.7640 0.8889 0.8218 153 0.4211 0.5 0.4571 32 0.7429 0.8387 0.7879 31 0.64 0.7861 0.7056 0.9383
0.2243 9.0 954 0.1915 0.6667 0.8116 0.7320 69 0.5185 0.6885 0.5915 61 0.7931 0.9020 0.8440 153 0.4722 0.5312 0.5000 32 0.7429 0.8387 0.7879 31 0.6805 0.8064 0.7381 0.9428
0.2035 10.0 1060 0.1796 0.6988 0.8406 0.7632 69 0.4944 0.7213 0.5867 61 0.7955 0.9150 0.8511 153 0.5405 0.625 0.5797 32 0.7222 0.8387 0.7761 31 0.6841 0.8324 0.7510 0.9455
0.1928 11.0 1166 0.1687 0.6591 0.8406 0.7389 69 0.5244 0.7049 0.6014 61 0.7765 0.9085 0.8373 153 0.5405 0.625 0.5797 32 0.7027 0.8387 0.7647 31 0.6761 0.8266 0.7438 0.9470
0.1819 12.0 1272 0.1612 0.6627 0.7971 0.7237 69 0.5325 0.6721 0.5942 61 0.7853 0.9085 0.8424 153 0.5946 0.6875 0.6377 32 0.7027 0.8387 0.7647 31 0.6886 0.8179 0.7477 0.9465
0.173 13.0 1378 0.1560 0.6932 0.8841 0.7771 69 0.5 0.7213 0.5906 61 0.7853 0.9085 0.8424 153 0.5676 0.6562 0.6087 32 0.7222 0.8387 0.7761 31 0.6831 0.8410 0.7539 0.9487
0.1716 14.0 1484 0.1615 0.6941 0.8551 0.7662 69 0.48 0.7869 0.5963 61 0.7943 0.9085 0.8476 153 0.6053 0.7188 0.6571 32 0.7027 0.8387 0.7647 31 0.6782 0.8526 0.7554 0.9487
0.1614 15.0 1590 0.1513 0.6977 0.8696 0.7742 69 0.5455 0.7869 0.6443 61 0.7709 0.9020 0.8313 153 0.5263 0.625 0.5714 32 0.75 0.8710 0.8060 31 0.6862 0.8468 0.7581 0.9505
0.1595 16.0 1696 0.1448 0.725 0.8406 0.7785 69 0.5422 0.7377 0.625 61 0.7919 0.8954 0.8405 153 0.5429 0.5938 0.5672 32 0.7714 0.8710 0.8182 31 0.7044 0.8266 0.7606 0.9527
0.1525 17.0 1802 0.1501 0.6818 0.8696 0.7643 69 0.5222 0.7705 0.6225 61 0.7931 0.9020 0.8440 153 0.575 0.7188 0.6389 32 0.7105 0.8710 0.7826 31 0.6860 0.8526 0.7603 0.9507
0.151 18.0 1908 0.1474 0.6742 0.8696 0.7595 69 0.5281 0.7705 0.6267 61 0.7898 0.9085 0.8450 153 0.6 0.75 0.6667 32 0.7568 0.9032 0.8235 31 0.6914 0.8613 0.7671 0.9524
0.1457 19.0 2014 0.1403 0.6977 0.8696 0.7742 69 0.5802 0.7705 0.6620 61 0.7989 0.9085 0.8502 153 0.5897 0.7188 0.6479 32 0.7368 0.9032 0.8116 31 0.7105 0.8584 0.7775 0.9552
0.1422 20.0 2120 0.1485 0.6854 0.8841 0.7722 69 0.5222 0.7705 0.6225 61 0.8046 0.9150 0.8563 153 0.6 0.75 0.6667 32 0.6585 0.8710 0.75 31 0.6889 0.8642 0.7667 0.9517
0.1427 21.0 2226 0.1404 0.7143 0.8696 0.7843 69 0.5287 0.7541 0.6216 61 0.8035 0.9085 0.8528 153 0.6216 0.7188 0.6667 32 0.7368 0.9032 0.8116 31 0.7064 0.8555 0.7739 0.9549
0.1361 22.0 2332 0.1399 0.7059 0.8696 0.7792 69 0.5116 0.7213 0.5986 61 0.8057 0.9216 0.8598 153 0.6154 0.75 0.6761 32 0.7105 0.8710 0.7826 31 0.6998 0.8555 0.7698 0.9539
0.134 23.0 2438 0.1325 0.7229 0.8696 0.7895 69 0.5811 0.7049 0.6370 61 0.8023 0.9020 0.8492 153 0.6216 0.7188 0.6667 32 0.7568 0.9032 0.8235 31 0.7246 0.8439 0.7797 0.9579
0.132 24.0 2544 0.1416 0.6818 0.8696 0.7643 69 0.5625 0.7377 0.6383 61 0.8103 0.9216 0.8624 153 0.625 0.7812 0.6944 32 0.6923 0.8710 0.7714 31 0.7078 0.8613 0.7771 0.9547
0.1305 25.0 2650 0.1392 0.7059 0.8696 0.7792 69 0.5476 0.7541 0.6345 61 0.8011 0.9216 0.8571 153 0.625 0.7812 0.6944 32 0.6923 0.8710 0.7714 31 0.7052 0.8642 0.7766 0.9544
0.1278 26.0 2756 0.1359 0.7229 0.8696 0.7895 69 0.5281 0.7705 0.6267 61 0.8103 0.9216 0.8624 153 0.6410 0.7812 0.7042 32 0.7179 0.9032 0.8 31 0.7099 0.8699 0.7818 0.9554
0.1257 27.0 2862 0.1359 0.7262 0.8841 0.7974 69 0.5769 0.7377 0.6475 61 0.8256 0.9281 0.8738 153 0.625 0.7812 0.6944 32 0.7179 0.9032 0.8 31 0.7288 0.8699 0.7931 0.9564
0.1249 28.0 2968 0.1313 0.7317 0.8696 0.7947 69 0.5696 0.7377 0.6429 61 0.8150 0.9216 0.8650 153 0.6316 0.75 0.6857 32 0.7838 0.9355 0.8529 31 0.7311 0.8642 0.7921 0.9584
0.1233 29.0 3074 0.1324 0.7349 0.8841 0.8026 69 0.5443 0.7049 0.6143 61 0.8246 0.9216 0.8704 153 0.6389 0.7188 0.6765 32 0.7778 0.9032 0.8358 31 0.7309 0.8555 0.7883 0.9574
0.1209 30.0 3180 0.1359 0.7108 0.8551 0.7763 69 0.5568 0.8033 0.6577 61 0.8246 0.9216 0.8704 153 0.6154 0.75 0.6761 32 0.7368 0.9032 0.8116 31 0.7184 0.8699 0.7869 0.9562
0.1196 31.0 3286 0.1335 0.7229 0.8696 0.7895 69 0.5610 0.7541 0.6434 61 0.8161 0.9281 0.8685 153 0.6316 0.75 0.6857 32 0.7436 0.9355 0.8286 31 0.7236 0.8699 0.7900 0.9567
0.1195 32.0 3392 0.1309 0.7143 0.8696 0.7843 69 0.5513 0.7049 0.6187 61 0.8304 0.9281 0.8765 153 0.6667 0.75 0.7059 32 0.7368 0.9032 0.8116 31 0.7297 0.8584 0.7888 0.9579
0.1183 33.0 3498 0.1314 0.7317 0.8696 0.7947 69 0.5679 0.7541 0.6479 61 0.8353 0.9281 0.8793 153 0.6857 0.75 0.7164 32 0.7368 0.9032 0.8116 31 0.7389 0.8671 0.7979 0.9586
0.1142 34.0 3604 0.1368 0.7024 0.8551 0.7712 69 0.5326 0.8033 0.6405 61 0.8353 0.9281 0.8793 153 0.6154 0.75 0.6761 32 0.7368 0.9032 0.8116 31 0.7139 0.8728 0.7854 0.9547
0.1175 35.0 3710 0.1275 0.7229 0.8696 0.7895 69 0.5802 0.7705 0.6620 61 0.8353 0.9281 0.8793 153 0.6486 0.75 0.6957 32 0.7632 0.9355 0.8406 31 0.7384 0.8728 0.8000 0.9589
0.1187 36.0 3816 0.1281 0.7317 0.8696 0.7947 69 0.5844 0.7377 0.6522 61 0.8353 0.9281 0.8793 153 0.6410 0.7812 0.7042 32 0.7568 0.9032 0.8235 31 0.7407 0.8671 0.7989 0.9599
0.1137 37.0 3922 0.1325 0.7531 0.8841 0.8133 69 0.5426 0.8361 0.6581 61 0.8304 0.9281 0.8765 153 0.6410 0.7812 0.7042 32 0.7368 0.9032 0.8116 31 0.7258 0.8873 0.7984 0.9564
0.1131 38.0 4028 0.1376 0.7595 0.8696 0.8108 69 0.5155 0.8197 0.6329 61 0.8114 0.9281 0.8659 153 0.6410 0.7812 0.7042 32 0.7179 0.9032 0.8 31 0.7110 0.8815 0.7871 0.9537
0.1112 39.0 4134 0.1264 0.7375 0.8551 0.7919 69 0.5714 0.7213 0.6377 61 0.8161 0.9281 0.8685 153 0.6944 0.7812 0.7353 32 0.7632 0.9355 0.8406 31 0.7383 0.8642 0.7963 0.9586
0.1076 40.0 4240 0.1294 0.7108 0.8551 0.7763 69 0.5679 0.7541 0.6479 61 0.8208 0.9281 0.8712 153 0.6410 0.7812 0.7042 32 0.7632 0.9355 0.8406 31 0.7271 0.8699 0.7921 0.9579
0.1085 41.0 4346 0.1293 0.7195 0.8551 0.7815 69 0.5529 0.7705 0.6438 61 0.8353 0.9281 0.8793 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7295 0.8728 0.7947 0.9579
0.1092 42.0 4452 0.1279 0.7195 0.8551 0.7815 69 0.5921 0.7377 0.6569 61 0.8304 0.9281 0.8765 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7389 0.8671 0.7979 0.9594
0.1076 43.0 4558 0.1326 0.7108 0.8551 0.7763 69 0.5833 0.8033 0.6759 61 0.8304 0.9281 0.8765 153 0.6410 0.7812 0.7042 32 0.7179 0.9032 0.8 31 0.7284 0.8757 0.7953 0.9571
0.1059 44.0 4664 0.1272 0.7595 0.8696 0.8108 69 0.5833 0.8033 0.6759 61 0.8256 0.9281 0.8738 153 0.7027 0.8125 0.7536 32 0.7179 0.9032 0.8 31 0.7421 0.8815 0.8058 0.9579
0.1046 45.0 4770 0.1300 0.7595 0.8696 0.8108 69 0.5663 0.7705 0.6528 61 0.8304 0.9281 0.8765 153 0.6410 0.7812 0.7042 32 0.7632 0.9355 0.8406 31 0.7390 0.8757 0.8016 0.9584
0.1037 46.0 4876 0.1305 0.7595 0.8696 0.8108 69 0.5783 0.7869 0.6667 61 0.8304 0.9281 0.8765 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7415 0.8786 0.8042 0.9584
0.1035 47.0 4982 0.1307 0.7160 0.8406 0.7733 69 0.6049 0.8033 0.6901 61 0.8304 0.9281 0.8765 153 0.625 0.7812 0.6944 32 0.7368 0.9032 0.8116 31 0.7348 0.8728 0.7979 0.9574
0.1045 48.0 5088 0.1332 0.7407 0.8696 0.8000 69 0.5581 0.7869 0.6531 61 0.8256 0.9281 0.8738 153 0.6842 0.8125 0.7429 32 0.7179 0.9032 0.8 31 0.7308 0.8786 0.7979 0.9567
0.103 49.0 5194 0.1289 0.75 0.8696 0.8054 69 0.5581 0.7869 0.6531 61 0.8246 0.9216 0.8704 153 0.7143 0.7812 0.7463 32 0.7436 0.9355 0.8286 31 0.7372 0.8757 0.8005 0.9586
0.1033 50.0 5300 0.1244 0.7284 0.8551 0.7867 69 0.575 0.7541 0.6525 61 0.8256 0.9281 0.8738 153 0.7353 0.7812 0.7576 32 0.7838 0.9355 0.8529 31 0.7450 0.8699 0.8027 0.9591
0.1007 51.0 5406 0.1288 0.7195 0.8551 0.7815 69 0.5854 0.7869 0.6713 61 0.8246 0.9216 0.8704 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7330 0.8728 0.7968 0.9586
0.1007 52.0 5512 0.1311 0.7284 0.8551 0.7867 69 0.5581 0.7869 0.6531 61 0.8208 0.9281 0.8712 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7266 0.8757 0.7942 0.9571
0.0987 53.0 5618 0.1256 0.7375 0.8551 0.7919 69 0.5802 0.7705 0.6620 61 0.8246 0.9216 0.8704 153 0.7143 0.7812 0.7463 32 0.8056 0.9355 0.8657 31 0.7469 0.8699 0.8037 0.9596
0.0995 54.0 5724 0.1238 0.7692 0.8696 0.8163 69 0.6133 0.7541 0.6765 61 0.8383 0.9150 0.875 153 0.6667 0.75 0.7059 32 0.7838 0.9355 0.8529 31 0.7608 0.8642 0.8092 0.9609
0.0952 55.0 5830 0.1288 0.725 0.8406 0.7785 69 0.5647 0.7869 0.6575 61 0.8353 0.9281 0.8793 153 0.6757 0.7812 0.7246 32 0.7436 0.9355 0.8286 31 0.7348 0.8728 0.7979 0.9589
0.0982 56.0 5936 0.1240 0.7375 0.8551 0.7919 69 0.5802 0.7705 0.6620 61 0.8294 0.9216 0.8731 153 0.6316 0.75 0.6857 32 0.7838 0.9355 0.8529 31 0.7389 0.8671 0.7979 0.9594
0.0964 57.0 6042 0.1267 0.7375 0.8551 0.7919 69 0.5765 0.8033 0.6712 61 0.8383 0.9150 0.875 153 0.6410 0.7812 0.7042 32 0.7632 0.9355 0.8406 31 0.7384 0.8728 0.8000 0.9591
0.0958 58.0 6148 0.1273 0.7284 0.8551 0.7867 69 0.5581 0.7869 0.6531 61 0.8284 0.9150 0.8696 153 0.6486 0.75 0.6957 32 0.7838 0.9355 0.8529 31 0.7317 0.8671 0.7937 0.9584
0.0964 59.0 6254 0.1235 0.7284 0.8551 0.7867 69 0.5875 0.7705 0.6667 61 0.8284 0.9150 0.8696 153 0.6486 0.75 0.6957 32 0.8286 0.9355 0.8788 31 0.7438 0.8642 0.7995 0.9591
0.096 60.0 6360 0.1301 0.725 0.8406 0.7785 69 0.5529 0.7705 0.6438 61 0.8284 0.9150 0.8696 153 0.6410 0.7812 0.7042 32 0.7632 0.9355 0.8406 31 0.7275 0.8642 0.7900 0.9574
0.095 61.0 6466 0.1277 0.725 0.8406 0.7785 69 0.5595 0.7705 0.6483 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7328 0.8642 0.7931 0.9584
0.0941 62.0 6572 0.1249 0.725 0.8406 0.7785 69 0.5949 0.7705 0.6714 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7438 0.8642 0.7995 0.9591
0.0941 63.0 6678 0.1238 0.7284 0.8551 0.7867 69 0.5542 0.7541 0.6389 61 0.8383 0.9150 0.875 153 0.6857 0.75 0.7164 32 0.7632 0.9355 0.8406 31 0.7376 0.8613 0.7947 0.9594
0.0957 64.0 6784 0.1280 0.7284 0.8551 0.7867 69 0.5647 0.7869 0.6575 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7359 0.8699 0.7974 0.9589
0.0944 65.0 6890 0.1272 0.7284 0.8551 0.7867 69 0.5714 0.7869 0.6621 61 0.8235 0.9150 0.8669 153 0.6579 0.7812 0.7143 32 0.7632 0.9355 0.8406 31 0.7324 0.8699 0.7952 0.9591
0.091 66.0 6996 0.1251 0.7195 0.8551 0.7815 69 0.5783 0.7869 0.6667 61 0.8333 0.9150 0.8723 153 0.6486 0.75 0.6957 32 0.7632 0.9355 0.8406 31 0.7353 0.8671 0.7958 0.9591
0.0909 67.0 7102 0.1248 0.7195 0.8551 0.7815 69 0.5949 0.7705 0.6714 61 0.8235 0.9150 0.8669 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7407 0.8671 0.7989 0.9589
0.0932 68.0 7208 0.1271 0.725 0.8406 0.7785 69 0.5647 0.7869 0.6575 61 0.8235 0.9150 0.8669 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7282 0.8671 0.7916 0.9579
0.0922 69.0 7314 0.1263 0.7564 0.8551 0.8027 69 0.5647 0.7869 0.6575 61 0.8235 0.9150 0.8669 153 0.6579 0.7812 0.7143 32 0.7632 0.9355 0.8406 31 0.7359 0.8699 0.7974 0.9581
0.0918 70.0 7420 0.1215 0.7468 0.8551 0.7973 69 0.5897 0.7541 0.6619 61 0.8383 0.9150 0.875 153 0.7143 0.7812 0.7463 32 0.7838 0.9355 0.8529 31 0.7551 0.8642 0.8059 0.9609
0.0911 71.0 7526 0.1274 0.7468 0.8551 0.7973 69 0.5714 0.7869 0.6621 61 0.8284 0.9150 0.8696 153 0.6579 0.7812 0.7143 32 0.7436 0.9355 0.8286 31 0.7359 0.8699 0.7974 0.9586
0.0914 72.0 7632 0.1283 0.7468 0.8551 0.7973 69 0.5783 0.7869 0.6667 61 0.8235 0.9150 0.8669 153 0.6757 0.7812 0.7246 32 0.7436 0.9355 0.8286 31 0.7377 0.8699 0.7984 0.9584
0.0895 73.0 7738 0.1226 0.725 0.8406 0.7785 69 0.575 0.7541 0.6525 61 0.8434 0.9150 0.8777 153 0.7143 0.7812 0.7463 32 0.7838 0.9355 0.8529 31 0.7487 0.8613 0.8011 0.9599
0.0893 74.0 7844 0.1283 0.7468 0.8551 0.7973 69 0.5663 0.7705 0.6528 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7407 0.8671 0.7989 0.9591
0.0877 75.0 7950 0.1276 0.7468 0.8551 0.7973 69 0.5714 0.7869 0.6621 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7414 0.8699 0.8005 0.9591
0.088 76.0 8056 0.1257 0.725 0.8406 0.7785 69 0.5854 0.7869 0.6713 61 0.8383 0.9150 0.875 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7426 0.8671 0.8000 0.9591
0.0899 77.0 8162 0.1242 0.725 0.8406 0.7785 69 0.5679 0.7541 0.6479 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7632 0.9355 0.8406 31 0.7413 0.8613 0.7968 0.9586
0.0896 78.0 8268 0.1258 0.7468 0.8551 0.7973 69 0.5732 0.7705 0.6573 61 0.8383 0.9150 0.875 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7463 0.8671 0.8021 0.9594
0.0911 79.0 8374 0.1246 0.725 0.8406 0.7785 69 0.5679 0.7541 0.6479 61 0.8284 0.9150 0.8696 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7395 0.8613 0.7957 0.9586
0.0913 80.0 8480 0.1250 0.7160 0.8406 0.7733 69 0.5679 0.7541 0.6479 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7413 0.8613 0.7968 0.9586
0.0881 81.0 8586 0.1270 0.725 0.8406 0.7785 69 0.5854 0.7869 0.6713 61 0.8383 0.9150 0.875 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7426 0.8671 0.8000 0.9594
0.0886 82.0 8692 0.1247 0.725 0.8406 0.7785 69 0.5802 0.7705 0.6620 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7456 0.8642 0.8005 0.9594
0.0864 83.0 8798 0.1248 0.725 0.8406 0.7785 69 0.5875 0.7705 0.6667 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7632 0.9355 0.8406 31 0.7456 0.8642 0.8005 0.9594
0.0882 84.0 8904 0.1254 0.725 0.8406 0.7785 69 0.5926 0.7869 0.6761 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7481 0.8671 0.8032 0.9596
0.0874 85.0 9010 0.1245 0.725 0.8406 0.7785 69 0.5875 0.7705 0.6667 61 0.8383 0.9150 0.875 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7475 0.8642 0.8016 0.9596
0.0876 86.0 9116 0.1284 0.7468 0.8551 0.7973 69 0.5926 0.7869 0.6761 61 0.8343 0.9216 0.8758 153 0.6579 0.7812 0.7143 32 0.7632 0.9355 0.8406 31 0.7457 0.8728 0.8043 0.9589
0.0875 87.0 9222 0.1259 0.725 0.8406 0.7785 69 0.5926 0.7869 0.6761 61 0.8393 0.9216 0.8785 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7450 0.8699 0.8027 0.9591
0.0859 88.0 9328 0.1237 0.725 0.8406 0.7785 69 0.6026 0.7705 0.6763 61 0.8284 0.9150 0.8696 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7475 0.8642 0.8016 0.9594
0.086 89.0 9434 0.1253 0.725 0.8406 0.7785 69 0.6049 0.8033 0.6901 61 0.8235 0.9150 0.8669 153 0.6757 0.7812 0.7246 32 0.7632 0.9355 0.8406 31 0.7414 0.8699 0.8005 0.9589
0.0866 90.0 9540 0.1256 0.725 0.8406 0.7785 69 0.6049 0.8033 0.6901 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7450 0.8699 0.8027 0.9591
0.0867 91.0 9646 0.1243 0.725 0.8406 0.7785 69 0.6 0.7869 0.6809 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7444 0.8671 0.8011 0.9589
0.0892 92.0 9752 0.1247 0.725 0.8406 0.7785 69 0.5949 0.7705 0.6714 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7456 0.8642 0.8005 0.9589
0.0859 93.0 9858 0.1254 0.7468 0.8551 0.7973 69 0.5854 0.7869 0.6713 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7469 0.8699 0.8037 0.9596
0.0848 94.0 9964 0.1249 0.7468 0.8551 0.7973 69 0.5926 0.7869 0.6761 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7469 0.8699 0.8037 0.9594
0.0864 95.0 10070 0.1247 0.725 0.8406 0.7785 69 0.5926 0.7869 0.6761 61 0.8333 0.9150 0.8723 153 0.6944 0.7812 0.7353 32 0.7838 0.9355 0.8529 31 0.7463 0.8671 0.8021 0.9596
0.0879 96.0 10176 0.1251 0.7468 0.8551 0.7973 69 0.5926 0.7869 0.6761 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7469 0.8699 0.8037 0.9594
0.0858 97.0 10282 0.1250 0.7468 0.8551 0.7973 69 0.5926 0.7869 0.6761 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7488 0.8699 0.8048 0.9596
0.0857 98.0 10388 0.1248 0.7468 0.8551 0.7973 69 0.5926 0.7869 0.6761 61 0.8284 0.9150 0.8696 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7469 0.8699 0.8037 0.9594
0.0862 99.0 10494 0.1244 0.7468 0.8551 0.7973 69 0.5875 0.7705 0.6667 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7481 0.8671 0.8032 0.9594
0.0838 100.0 10600 0.1245 0.7468 0.8551 0.7973 69 0.5875 0.7705 0.6667 61 0.8333 0.9150 0.8723 153 0.6757 0.7812 0.7246 32 0.7838 0.9355 0.8529 31 0.7481 0.8671 0.8032 0.9594

Framework versions

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