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nerugm-lora-r16-3

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metadata
language:
  - id
license: mit
base_model: indolem/indobert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: nerugm-lora-r16-3
    results: []

nerugm-lora-r16-3

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: 0.1355
  • Location Precision: 0.7262
  • Location Recall: 0.8592
  • Location F1: 0.7871
  • Location Number: 71
  • Organization Precision: 0.6588
  • Organization Recall: 0.8615
  • Organization F1: 0.7467
  • Organization Number: 65
  • Person Precision: 0.8765
  • Person Recall: 0.9467
  • Person F1: 0.9103
  • Person Number: 150
  • Quantity Precision: 0.675
  • Quantity Recall: 0.8182
  • Quantity F1: 0.7397
  • Quantity Number: 33
  • Time Precision: 0.8
  • Time Recall: 0.8571
  • Time F1: 0.8276
  • Time Number: 28
  • Overall Precision: 0.7731
  • Overall Recall: 0.8934
  • Overall F1: 0.8289
  • Overall Accuracy: 0.9610

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
1.1647 1.0 106 0.7062 0.0 0.0 0.0 71 0.0 0.0 0.0 65 0.0 0.0 0.0 150 0.0 0.0 0.0 33 0.0 0.0 0.0 28 0.0 0.0 0.0 0.8409
0.6874 2.0 212 0.5870 0.0 0.0 0.0 71 0.0 0.0 0.0 65 0.2 0.0067 0.0129 150 0.0 0.0 0.0 33 0.0 0.0 0.0 28 0.125 0.0029 0.0056 0.8426
0.5688 3.0 318 0.4581 0.25 0.0423 0.0723 71 0.0833 0.0154 0.0260 65 0.2785 0.1467 0.1921 150 0.0 0.0 0.0 33 0.0769 0.0357 0.0488 28 0.2328 0.0778 0.1166 0.8642
0.4433 4.0 424 0.3303 0.4082 0.2817 0.3333 71 0.2414 0.1077 0.1489 65 0.5057 0.5867 0.5432 150 0.1111 0.0606 0.0784 33 0.3478 0.2857 0.3137 28 0.4266 0.3602 0.3906 0.9020
0.3385 5.0 530 0.2530 0.5119 0.6056 0.5548 71 0.3924 0.4769 0.4306 65 0.6421 0.8133 0.7176 150 0.4 0.4242 0.4118 33 0.6071 0.6071 0.6071 28 0.5457 0.6542 0.5950 0.9275
0.2744 6.0 636 0.2311 0.5684 0.7606 0.6506 71 0.43 0.6615 0.5212 65 0.6872 0.8933 0.7768 150 0.4186 0.5455 0.4737 33 0.5882 0.7143 0.6452 28 0.5760 0.7752 0.6609 0.9343
0.2399 7.0 742 0.1952 0.5895 0.7887 0.6747 71 0.4944 0.6769 0.5714 65 0.7391 0.9067 0.8144 150 0.4651 0.6061 0.5263 33 0.5882 0.7143 0.6452 28 0.6202 0.7954 0.6970 0.9401
0.2121 8.0 848 0.1917 0.5758 0.8028 0.6706 71 0.4862 0.8154 0.6092 65 0.7514 0.9067 0.8218 150 0.4889 0.6667 0.5641 33 0.6286 0.7857 0.6984 28 0.6183 0.8357 0.7108 0.9382
0.196 9.0 954 0.1589 0.6404 0.8028 0.7125 71 0.5698 0.7538 0.6490 65 0.7907 0.9067 0.8447 150 0.525 0.6364 0.5753 33 0.6774 0.75 0.7119 28 0.6794 0.8184 0.7425 0.9474
0.1834 10.0 1060 0.1622 0.6818 0.8451 0.7547 71 0.5354 0.8154 0.6463 65 0.7771 0.9067 0.8369 150 0.5714 0.7273 0.64 33 0.6857 0.8571 0.7619 28 0.6765 0.8559 0.7557 0.9457
0.175 11.0 1166 0.1499 0.6559 0.8592 0.7439 71 0.5862 0.7846 0.6711 65 0.7941 0.9 0.8438 150 0.5682 0.7576 0.6494 33 0.7667 0.8214 0.7931 28 0.6958 0.8501 0.7652 0.9505
0.1637 12.0 1272 0.1503 0.6854 0.8592 0.7625 71 0.5652 0.8 0.6624 65 0.7953 0.9067 0.8474 150 0.6190 0.7879 0.6933 33 0.7353 0.8929 0.8065 28 0.7009 0.8646 0.7742 0.9505
0.1569 13.0 1378 0.1438 0.7108 0.8310 0.7662 71 0.5521 0.8154 0.6584 65 0.7953 0.9067 0.8474 150 0.625 0.7576 0.6849 33 0.8333 0.8929 0.8621 28 0.7095 0.8588 0.7771 0.9515
0.1531 14.0 1484 0.1401 0.725 0.8169 0.7682 71 0.5652 0.8 0.6624 65 0.8 0.9067 0.8500 150 0.6585 0.8182 0.7297 33 0.8065 0.8929 0.8475 28 0.7198 0.8588 0.7832 0.9527
0.1479 15.0 1590 0.1551 0.6897 0.8451 0.7595 71 0.5354 0.8154 0.6463 65 0.7697 0.9133 0.8354 150 0.6364 0.8485 0.7273 33 0.7812 0.8929 0.8333 28 0.6886 0.8732 0.7700 0.9488
0.1429 16.0 1696 0.1450 0.7024 0.8310 0.7613 71 0.5604 0.7846 0.6538 65 0.8107 0.9133 0.8589 150 0.6222 0.8485 0.7179 33 0.75 0.8571 0.8000 28 0.7102 0.8617 0.7786 0.9515
0.1421 17.0 1802 0.1365 0.7160 0.8169 0.7632 71 0.5714 0.8 0.6667 65 0.7953 0.9067 0.8474 150 0.6829 0.8485 0.7568 33 0.7812 0.8929 0.8333 28 0.7188 0.8617 0.7837 0.9530
0.1385 18.0 1908 0.1421 0.7195 0.8310 0.7712 71 0.5474 0.8 0.65 65 0.7829 0.9133 0.8431 150 0.6667 0.8485 0.7467 33 0.7812 0.8929 0.8333 28 0.7066 0.8674 0.7788 0.9517
0.1316 19.0 2014 0.1380 0.7143 0.8451 0.7742 71 0.5670 0.8462 0.6790 65 0.8204 0.9133 0.8644 150 0.7 0.8485 0.7671 33 0.7812 0.8929 0.8333 28 0.7262 0.8790 0.7953 0.9537
0.1305 20.0 2120 0.1349 0.7059 0.8451 0.7692 71 0.5909 0.8 0.6797 65 0.8204 0.9133 0.8644 150 0.6429 0.8182 0.7200 33 0.75 0.8571 0.8000 28 0.7246 0.8646 0.7884 0.9532
0.127 21.0 2226 0.1296 0.7375 0.8310 0.7815 71 0.5909 0.8 0.6797 65 0.8193 0.9067 0.8608 150 0.6585 0.8182 0.7297 33 0.8387 0.9286 0.8814 28 0.7389 0.8646 0.7968 0.9559
0.1256 22.0 2332 0.1591 0.7011 0.8592 0.7722 71 0.5392 0.8462 0.6587 65 0.7874 0.9133 0.8457 150 0.5745 0.8182 0.675 33 0.7273 0.8571 0.7869 28 0.6862 0.8761 0.7696 0.9467
0.1241 23.0 2438 0.1322 0.7468 0.8310 0.7867 71 0.5567 0.8308 0.6667 65 0.8303 0.9133 0.8698 150 0.6585 0.8182 0.7297 33 0.8667 0.9286 0.8966 28 0.7354 0.8732 0.7984 0.9549
0.1204 24.0 2544 0.1327 0.7143 0.8451 0.7742 71 0.5761 0.8154 0.6752 65 0.8107 0.9133 0.8589 150 0.675 0.8182 0.7397 33 0.7812 0.8929 0.8333 28 0.7242 0.8703 0.7906 0.9544
0.1202 25.0 2650 0.1424 0.7317 0.8451 0.7843 71 0.5567 0.8308 0.6667 65 0.8059 0.9133 0.8562 150 0.5870 0.8182 0.6835 33 0.75 0.8571 0.8000 28 0.7073 0.8703 0.7804 0.9503
0.1162 26.0 2756 0.1371 0.7564 0.8310 0.7919 71 0.5870 0.8308 0.6879 65 0.8070 0.92 0.8598 150 0.6341 0.7879 0.7027 33 0.75 0.8571 0.8000 28 0.7271 0.8674 0.7911 0.9537
0.113 27.0 2862 0.1443 0.7143 0.8451 0.7742 71 0.5684 0.8308 0.675 65 0.8012 0.9133 0.8536 150 0.6429 0.8182 0.7200 33 0.75 0.8571 0.8000 28 0.7123 0.8703 0.7834 0.9515
0.1121 28.0 2968 0.1352 0.7407 0.8451 0.7895 71 0.5895 0.8615 0.7 65 0.8118 0.92 0.8625 150 0.6190 0.7879 0.6933 33 0.7812 0.8929 0.8333 28 0.7262 0.8790 0.7953 0.9544
0.1127 29.0 3074 0.1359 0.7531 0.8592 0.8026 71 0.5612 0.8462 0.6748 65 0.8166 0.92 0.8652 150 0.6341 0.7879 0.7027 33 0.7812 0.8929 0.8333 28 0.7245 0.8790 0.7943 0.9530
0.1101 30.0 3180 0.1349 0.7317 0.8451 0.7843 71 0.5567 0.8308 0.6667 65 0.8023 0.92 0.8571 150 0.675 0.8182 0.7397 33 0.7812 0.8929 0.8333 28 0.7187 0.8761 0.7896 0.9534
0.1085 31.0 3286 0.1329 0.7143 0.8451 0.7742 71 0.5745 0.8308 0.6792 65 0.8166 0.92 0.8652 150 0.65 0.7879 0.7123 33 0.7812 0.8929 0.8333 28 0.7232 0.8732 0.7911 0.9544
0.1055 32.0 3392 0.1428 0.7093 0.8592 0.7771 71 0.5895 0.8615 0.7 65 0.8118 0.92 0.8625 150 0.6585 0.8182 0.7297 33 0.7812 0.8929 0.8333 28 0.7241 0.8847 0.7964 0.9537
0.1058 33.0 3498 0.1319 0.75 0.8451 0.7947 71 0.5914 0.8462 0.6962 65 0.8323 0.9267 0.8770 150 0.6923 0.8182 0.7500 33 0.7812 0.8929 0.8333 28 0.7445 0.8818 0.8074 0.9568
0.1038 34.0 3604 0.1339 0.7229 0.8451 0.7792 71 0.6022 0.8615 0.7089 65 0.8537 0.9333 0.8917 150 0.675 0.8182 0.7397 33 0.75 0.8571 0.8000 28 0.7451 0.8847 0.8090 0.9566
0.1055 35.0 3710 0.1373 0.7143 0.8451 0.7742 71 0.6087 0.8615 0.7134 65 0.8323 0.9267 0.8770 150 0.6585 0.8182 0.7297 33 0.75 0.8571 0.8000 28 0.7356 0.8818 0.8021 0.9554
0.1012 36.0 3816 0.1406 0.7262 0.8592 0.7871 71 0.5773 0.8615 0.6914 65 0.8323 0.9267 0.8770 150 0.6 0.8182 0.6923 33 0.7812 0.8929 0.8333 28 0.7247 0.8876 0.7979 0.9537
0.0982 37.0 3922 0.1402 0.7176 0.8592 0.7821 71 0.5789 0.8462 0.6875 65 0.8383 0.9333 0.8833 150 0.6279 0.8182 0.7105 33 0.7273 0.8571 0.7869 28 0.7258 0.8847 0.7974 0.9534
0.0982 38.0 4028 0.1380 0.7176 0.8592 0.7821 71 0.6044 0.8462 0.7051 65 0.8485 0.9333 0.8889 150 0.6429 0.8182 0.7200 33 0.7273 0.8571 0.7869 28 0.7380 0.8847 0.8047 0.9554
0.0976 39.0 4134 0.1389 0.7381 0.8732 0.8 71 0.5833 0.8615 0.6957 65 0.8274 0.9267 0.8742 150 0.65 0.7879 0.7123 33 0.7273 0.8571 0.7869 28 0.7292 0.8847 0.7995 0.9544
0.0987 40.0 4240 0.1265 0.7381 0.8732 0.8 71 0.6222 0.8615 0.7226 65 0.8313 0.92 0.8734 150 0.675 0.8182 0.7397 33 0.8333 0.8929 0.8621 28 0.7512 0.8876 0.8137 0.9590
0.0975 41.0 4346 0.1358 0.7349 0.8592 0.7922 71 0.6087 0.8615 0.7134 65 0.8383 0.9333 0.8833 150 0.6429 0.8182 0.7200 33 0.7812 0.8929 0.8333 28 0.7428 0.8905 0.8100 0.9564
0.0963 42.0 4452 0.1362 0.7317 0.8451 0.7843 71 0.6154 0.8615 0.7179 65 0.8485 0.9333 0.8889 150 0.6341 0.7879 0.7027 33 0.8065 0.8929 0.8475 28 0.7488 0.8847 0.8111 0.9566
0.0956 43.0 4558 0.1262 0.7470 0.8732 0.8052 71 0.6395 0.8462 0.7285 65 0.8476 0.9267 0.8854 150 0.6667 0.7879 0.7222 33 0.8065 0.8929 0.8475 28 0.7618 0.8847 0.8187 0.9597
0.0957 44.0 4664 0.1277 0.7349 0.8592 0.7922 71 0.6395 0.8462 0.7285 65 0.8537 0.9333 0.8917 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7624 0.8876 0.8202 0.9600
0.0931 45.0 4770 0.1298 0.7294 0.8732 0.7949 71 0.6292 0.8615 0.7273 65 0.8537 0.9333 0.8917 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7579 0.8934 0.8201 0.9595
0.0944 46.0 4876 0.1255 0.75 0.8451 0.7947 71 0.6180 0.8462 0.7143 65 0.8528 0.9267 0.8882 150 0.7368 0.8485 0.7887 33 0.8333 0.8929 0.8621 28 0.7675 0.8847 0.8220 0.9597
0.0908 47.0 4982 0.1382 0.7093 0.8592 0.7771 71 0.6222 0.8615 0.7226 65 0.8537 0.9333 0.8917 150 0.675 0.8182 0.7397 33 0.7742 0.8571 0.8136 28 0.7494 0.8876 0.8127 0.9571
0.0926 48.0 5088 0.1327 0.7176 0.8592 0.7821 71 0.6154 0.8615 0.7179 65 0.8537 0.9333 0.8917 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7518 0.8905 0.8153 0.9588
0.0906 49.0 5194 0.1390 0.7126 0.8732 0.7848 71 0.6154 0.8615 0.7179 65 0.8598 0.94 0.8981 150 0.6429 0.8182 0.7200 33 0.7188 0.8214 0.7667 28 0.7428 0.8905 0.8100 0.9568
0.0875 50.0 5300 0.1356 0.7176 0.8592 0.7821 71 0.6222 0.8615 0.7226 65 0.8494 0.94 0.8924 150 0.675 0.8182 0.7397 33 0.7742 0.8571 0.8136 28 0.75 0.8905 0.8142 0.9578
0.0885 51.0 5406 0.1332 0.7209 0.8732 0.7898 71 0.6154 0.8615 0.7179 65 0.8650 0.94 0.9010 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7524 0.8934 0.8169 0.9585
0.0886 52.0 5512 0.1366 0.7349 0.8592 0.7922 71 0.6111 0.8462 0.7097 65 0.8598 0.94 0.8981 150 0.6429 0.8182 0.7200 33 0.7742 0.8571 0.8136 28 0.7512 0.8876 0.8137 0.9576
0.0875 53.0 5618 0.1453 0.7176 0.8592 0.7821 71 0.5684 0.8308 0.675 65 0.8284 0.9333 0.8777 150 0.6429 0.8182 0.7200 33 0.7419 0.8214 0.7797 28 0.7227 0.8790 0.7932 0.9542
0.0821 54.0 5724 0.1334 0.7229 0.8451 0.7792 71 0.6067 0.8308 0.7013 65 0.8758 0.94 0.9068 150 0.675 0.8182 0.7397 33 0.8065 0.8929 0.8475 28 0.7599 0.8847 0.8176 0.9588
0.0839 55.0 5830 0.1383 0.7229 0.8451 0.7792 71 0.6067 0.8308 0.7013 65 0.8606 0.9467 0.9016 150 0.6429 0.8182 0.7200 33 0.7742 0.8571 0.8136 28 0.7488 0.8847 0.8111 0.9583
0.0886 56.0 5936 0.1305 0.7317 0.8451 0.7843 71 0.6180 0.8462 0.7143 65 0.8476 0.9267 0.8854 150 0.7 0.8485 0.7671 33 0.8065 0.8929 0.8475 28 0.7562 0.8847 0.8154 0.9590
0.0838 57.0 6042 0.1341 0.7317 0.8451 0.7843 71 0.625 0.8462 0.7190 65 0.8545 0.94 0.8952 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7543 0.8847 0.8143 0.9571
0.0846 58.0 6148 0.1279 0.7317 0.8451 0.7843 71 0.6429 0.8308 0.7248 65 0.8485 0.9333 0.8889 150 0.7179 0.8485 0.7778 33 0.7742 0.8571 0.8136 28 0.7631 0.8818 0.8182 0.9597
0.0832 59.0 6254 0.1349 0.7317 0.8451 0.7843 71 0.625 0.8462 0.7190 65 0.8545 0.94 0.8952 150 0.6429 0.8182 0.7200 33 0.7742 0.8571 0.8136 28 0.7525 0.8847 0.8132 0.9583
0.0837 60.0 6360 0.1283 0.7407 0.8451 0.7895 71 0.6548 0.8462 0.7383 65 0.8434 0.9333 0.8861 150 0.7 0.8485 0.7671 33 0.7742 0.8571 0.8136 28 0.7637 0.8847 0.8198 0.9593
0.0819 61.0 6466 0.1336 0.7195 0.8310 0.7712 71 0.6322 0.8462 0.7237 65 0.8434 0.9333 0.8861 150 0.7 0.8485 0.7671 33 0.7742 0.8571 0.8136 28 0.7537 0.8818 0.8127 0.9590
0.0811 62.0 6572 0.1357 0.7195 0.8310 0.7712 71 0.625 0.8462 0.7190 65 0.8712 0.9467 0.9073 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7580 0.8847 0.8165 0.9581
0.0796 63.0 6678 0.1299 0.7229 0.8451 0.7792 71 0.6512 0.8615 0.7417 65 0.8704 0.94 0.9038 150 0.7179 0.8485 0.7778 33 0.8 0.8571 0.8276 28 0.7725 0.8905 0.8273 0.9602
0.0779 64.0 6784 0.1309 0.7317 0.8451 0.7843 71 0.6471 0.8462 0.7333 65 0.8494 0.94 0.8924 150 0.6923 0.8182 0.7500 33 0.7742 0.8571 0.8136 28 0.7618 0.8847 0.8187 0.9595
0.0793 65.0 6890 0.1322 0.7407 0.8451 0.7895 71 0.6222 0.8615 0.7226 65 0.8712 0.9467 0.9073 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7611 0.8905 0.8207 0.9588
0.0779 66.0 6996 0.1401 0.7262 0.8592 0.7871 71 0.6044 0.8462 0.7051 65 0.8554 0.9467 0.8987 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7482 0.8905 0.8132 0.9576
0.0786 67.0 7102 0.1314 0.7229 0.8451 0.7792 71 0.6548 0.8462 0.7383 65 0.8765 0.9467 0.9103 150 0.6923 0.8182 0.7500 33 0.7742 0.8571 0.8136 28 0.7719 0.8876 0.8257 0.9605
0.0767 68.0 7208 0.1335 0.7176 0.8592 0.7821 71 0.6548 0.8462 0.7383 65 0.8712 0.9467 0.9073 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7649 0.8905 0.8229 0.9602
0.0795 69.0 7314 0.1357 0.7176 0.8592 0.7821 71 0.6154 0.8615 0.7179 65 0.8434 0.9333 0.8861 150 0.6829 0.8485 0.7568 33 0.8 0.8571 0.8276 28 0.7482 0.8905 0.8132 0.9578
0.0779 70.0 7420 0.1332 0.7229 0.8451 0.7792 71 0.6471 0.8462 0.7333 65 0.8434 0.9333 0.8861 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7574 0.8818 0.8149 0.9593
0.0774 71.0 7526 0.1431 0.7093 0.8592 0.7771 71 0.6087 0.8615 0.7134 65 0.8659 0.9467 0.9045 150 0.6429 0.8182 0.7200 33 0.75 0.8571 0.8000 28 0.7452 0.8934 0.8126 0.9568
0.0769 72.0 7632 0.1334 0.7229 0.8451 0.7792 71 0.6627 0.8462 0.7432 65 0.8650 0.94 0.9010 150 0.6585 0.8182 0.7297 33 0.8 0.8571 0.8276 28 0.7675 0.8847 0.8220 0.9602
0.077 73.0 7738 0.1303 0.7349 0.8592 0.7922 71 0.6548 0.8462 0.7383 65 0.8580 0.9267 0.8910 150 0.7179 0.8485 0.7778 33 0.8 0.8571 0.8276 28 0.7714 0.8847 0.8242 0.9610
0.0748 74.0 7844 0.1335 0.7229 0.8451 0.7792 71 0.6548 0.8462 0.7383 65 0.8589 0.9333 0.8946 150 0.6923 0.8182 0.7500 33 0.8 0.8571 0.8276 28 0.7669 0.8818 0.8204 0.9602
0.0749 75.0 7950 0.1302 0.7349 0.8592 0.7922 71 0.6585 0.8308 0.7347 65 0.8537 0.9333 0.8917 150 0.6923 0.8182 0.7500 33 0.8 0.8571 0.8276 28 0.7688 0.8818 0.8215 0.9605
0.0766 76.0 8056 0.1367 0.7229 0.8451 0.7792 71 0.6471 0.8462 0.7333 65 0.8545 0.94 0.8952 150 0.6923 0.8182 0.7500 33 0.8 0.8571 0.8276 28 0.7637 0.8847 0.8198 0.9602
0.0766 77.0 8162 0.1350 0.7229 0.8451 0.7792 71 0.6353 0.8308 0.7200 65 0.8812 0.94 0.9097 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7688 0.8818 0.8215 0.9602
0.0749 78.0 8268 0.1340 0.7349 0.8592 0.7922 71 0.6471 0.8462 0.7333 65 0.8812 0.94 0.9097 150 0.6923 0.8182 0.7500 33 0.8 0.8571 0.8276 28 0.7758 0.8876 0.8280 0.9607
0.0746 79.0 8374 0.1382 0.7229 0.8451 0.7792 71 0.6395 0.8462 0.7285 65 0.8712 0.9467 0.9073 150 0.6585 0.8182 0.7297 33 0.8 0.8571 0.8276 28 0.7643 0.8876 0.8213 0.9597
0.0736 80.0 8480 0.1375 0.7229 0.8451 0.7792 71 0.6279 0.8308 0.7152 65 0.8773 0.9533 0.9137 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7662 0.8876 0.8224 0.9602
0.0732 81.0 8586 0.1353 0.7262 0.8592 0.7871 71 0.6512 0.8615 0.7417 65 0.8875 0.9467 0.9161 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.775 0.8934 0.8300 0.9610
0.0757 82.0 8692 0.1401 0.6860 0.8310 0.7516 71 0.6136 0.8308 0.7059 65 0.8659 0.9467 0.9045 150 0.6585 0.8182 0.7297 33 0.7742 0.8571 0.8136 28 0.7463 0.8818 0.8085 0.9581
0.0743 83.0 8798 0.1361 0.7059 0.8451 0.7692 71 0.6279 0.8308 0.7152 65 0.8659 0.9467 0.9045 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7580 0.8847 0.8165 0.9597
0.0761 84.0 8904 0.1344 0.7143 0.8451 0.7742 71 0.6548 0.8462 0.7383 65 0.8875 0.9467 0.9161 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7739 0.8876 0.8268 0.9605
0.0738 85.0 9010 0.1364 0.7143 0.8451 0.7742 71 0.6667 0.8615 0.7517 65 0.8820 0.9467 0.9132 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7744 0.8905 0.8284 0.9610
0.0717 86.0 9116 0.1356 0.7143 0.8451 0.7742 71 0.6667 0.8615 0.7517 65 0.8812 0.94 0.9097 150 0.6585 0.8182 0.7297 33 0.8 0.8571 0.8276 28 0.7719 0.8876 0.8257 0.9605
0.0716 87.0 9222 0.1374 0.7143 0.8451 0.7742 71 0.6588 0.8615 0.7467 65 0.8659 0.9467 0.9045 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7667 0.8905 0.824 0.9600
0.0721 88.0 9328 0.1353 0.7262 0.8592 0.7871 71 0.6588 0.8615 0.7467 65 0.8875 0.9467 0.9161 150 0.7 0.8485 0.7671 33 0.8 0.8571 0.8276 28 0.7794 0.8963 0.8338 0.9610
0.0736 89.0 9434 0.1337 0.7262 0.8592 0.7871 71 0.6548 0.8462 0.7383 65 0.8875 0.9467 0.9161 150 0.7 0.8485 0.7671 33 0.8 0.8571 0.8276 28 0.7789 0.8934 0.8322 0.9610
0.0723 90.0 9540 0.1357 0.7143 0.8451 0.7742 71 0.6667 0.8615 0.7517 65 0.8712 0.9467 0.9073 150 0.7 0.8485 0.7671 33 0.8 0.8571 0.8276 28 0.7731 0.8934 0.8289 0.9612
0.073 91.0 9646 0.1347 0.7262 0.8592 0.7871 71 0.6548 0.8462 0.7383 65 0.8765 0.9467 0.9103 150 0.7 0.8485 0.7671 33 0.8 0.8571 0.8276 28 0.775 0.8934 0.8300 0.9610
0.073 92.0 9752 0.1347 0.7262 0.8592 0.7871 71 0.6386 0.8154 0.7162 65 0.8712 0.9467 0.9073 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7675 0.8847 0.8220 0.9605
0.0725 93.0 9858 0.1359 0.7143 0.8451 0.7742 71 0.6471 0.8462 0.7333 65 0.8712 0.9467 0.9073 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7662 0.8876 0.8224 0.9602
0.0717 94.0 9964 0.1379 0.7059 0.8451 0.7692 71 0.6471 0.8462 0.7333 65 0.8659 0.9467 0.9045 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7624 0.8876 0.8202 0.9597
0.0725 95.0 10070 0.1368 0.7059 0.8451 0.7692 71 0.6588 0.8615 0.7467 65 0.8712 0.9467 0.9073 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7667 0.8905 0.824 0.9602
0.0707 96.0 10176 0.1361 0.7143 0.8451 0.7742 71 0.6588 0.8615 0.7467 65 0.8765 0.9467 0.9103 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7706 0.8905 0.8262 0.9607
0.0724 97.0 10282 0.1355 0.7143 0.8451 0.7742 71 0.6471 0.8462 0.7333 65 0.8765 0.9467 0.9103 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7681 0.8876 0.8235 0.9605
0.0708 98.0 10388 0.1351 0.7262 0.8592 0.7871 71 0.6588 0.8615 0.7467 65 0.8820 0.9467 0.9132 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.775 0.8934 0.8300 0.9612
0.0725 99.0 10494 0.1357 0.7143 0.8451 0.7742 71 0.6588 0.8615 0.7467 65 0.8765 0.9467 0.9103 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7706 0.8905 0.8262 0.9607
0.0719 100.0 10600 0.1355 0.7262 0.8592 0.7871 71 0.6588 0.8615 0.7467 65 0.8765 0.9467 0.9103 150 0.675 0.8182 0.7397 33 0.8 0.8571 0.8276 28 0.7731 0.8934 0.8289 0.9610

Framework versions

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