Hugging Face's logo

apwic
/
nerugm-seq_bn-rf64-0

Indonesian
Generated from Trainer
Model card Files Community
nerugm-seq_bn-rf64-0 / README.md
apwic's picture
apwic
End of training
65c5a5e 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-seq_bn-rf64-0
    results: []

nerugm-seq_bn-rf64-0

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: 0.1286
  • Location Precision: 0.8077
  • Location Recall: 0.9130
  • Location F1: 0.8571
  • Location Number: 69
  • Organization Precision: 0.7231
  • Organization Recall: 0.8103
  • Organization F1: 0.7642
  • Organization Number: 58
  • Person Precision: 0.8415
  • Person Recall: 0.9079
  • Person F1: 0.8734
  • Person Number: 152
  • Quantity Precision: 0.7143
  • Quantity Recall: 0.8333
  • Quantity F1: 0.7692
  • Quantity Number: 30
  • Time Precision: 0.7742
  • Time Recall: 0.8276
  • Time F1: 0.8000
  • Time Number: 29
  • Overall Precision: 0.7962
  • Overall Recall: 0.8787
  • Overall F1: 0.8354
  • Overall Accuracy: 0.9624

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
1.1468 1.0 106 0.6909 0.0 0.0 0.0 69 0.0 0.0 0.0 58 0.0 0.0 0.0 152 0.0 0.0 0.0 30 0.0 0.0 0.0 29 0.0 0.0 0.0 0.8397
0.6623 2.0 212 0.5532 0.0 0.0 0.0 69 0.0 0.0 0.0 58 0.3889 0.0461 0.0824 152 0.0 0.0 0.0 30 0.0 0.0 0.0 29 0.3684 0.0207 0.0392 0.8433
0.5401 3.0 318 0.4444 0.2857 0.0290 0.0526 69 0.0 0.0 0.0 58 0.4109 0.3487 0.3772 152 0.0 0.0 0.0 30 0.4 0.2069 0.2727 29 0.3675 0.1805 0.2421 0.8748
0.4414 4.0 424 0.3588 0.4048 0.2464 0.3063 69 0.0312 0.0172 0.0222 58 0.4831 0.6579 0.5571 152 0.0 0.0 0.0 30 0.5385 0.4828 0.5091 29 0.4049 0.3905 0.3976 0.8988
0.3745 5.0 530 0.3119 0.4706 0.4638 0.4672 69 0.2 0.1379 0.1633 58 0.57 0.75 0.6477 152 0.2941 0.3333 0.3125 30 0.5625 0.6207 0.5902 29 0.4866 0.5385 0.5112 0.9157
0.3306 6.0 636 0.2751 0.5172 0.6522 0.5769 69 0.4444 0.3448 0.3883 58 0.6119 0.8092 0.6969 152 0.3684 0.4667 0.4118 30 0.7931 0.7931 0.7931 29 0.5625 0.6657 0.6098 0.9270
0.2898 7.0 742 0.2449 0.5730 0.7391 0.6456 69 0.5319 0.4310 0.4762 58 0.6878 0.8553 0.7625 152 0.45 0.6 0.5143 30 0.8276 0.8276 0.8276 29 0.6294 0.7337 0.6776 0.9347
0.2565 8.0 848 0.2217 0.5778 0.7536 0.6541 69 0.4667 0.4828 0.4746 58 0.7043 0.8618 0.7751 152 0.4286 0.6 0.5 30 0.8571 0.8276 0.8421 29 0.6232 0.7485 0.6801 0.9357
0.2355 9.0 954 0.1979 0.6322 0.7971 0.7051 69 0.4815 0.4483 0.4643 58 0.7389 0.875 0.8012 152 0.4186 0.6 0.4932 30 0.8571 0.8276 0.8421 29 0.6531 0.7574 0.7014 0.9414
0.2102 10.0 1060 0.1812 0.6588 0.8116 0.7273 69 0.4821 0.4655 0.4737 58 0.7586 0.8684 0.8098 152 0.45 0.6 0.5143 30 0.8571 0.8276 0.8421 29 0.6710 0.7604 0.7129 0.9442
0.1959 11.0 1166 0.1784 0.6333 0.8261 0.7170 69 0.4677 0.5 0.4833 58 0.7374 0.8684 0.7976 152 0.475 0.6333 0.5429 30 0.8387 0.8966 0.8667 29 0.6542 0.7781 0.7108 0.9442
0.1851 12.0 1272 0.1628 0.6951 0.8261 0.7550 69 0.5 0.5 0.5 58 0.7586 0.8684 0.8098 152 0.475 0.6333 0.5429 30 0.8333 0.8621 0.8475 29 0.6823 0.7751 0.7258 0.9478
0.1722 13.0 1378 0.1580 0.7108 0.8551 0.7763 69 0.4912 0.4828 0.4870 58 0.7458 0.8684 0.8024 152 0.5789 0.7333 0.6471 30 0.8387 0.8966 0.8667 29 0.6917 0.7899 0.7376 0.9478
0.1681 14.0 1484 0.1604 0.6905 0.8406 0.7582 69 0.5070 0.6207 0.5581 58 0.7674 0.8684 0.8148 152 0.6410 0.8333 0.7246 30 0.8065 0.8621 0.8333 29 0.6952 0.8166 0.7510 0.9496
0.1581 15.0 1590 0.1485 0.7195 0.8551 0.7815 69 0.5323 0.5690 0.5500 58 0.7751 0.8618 0.8162 152 0.6486 0.8 0.7164 30 0.8333 0.8621 0.8475 29 0.7158 0.8047 0.7577 0.9521
0.1542 16.0 1696 0.1461 0.7564 0.8551 0.8027 69 0.5522 0.6379 0.5920 58 0.7706 0.8618 0.8137 152 0.5833 0.7 0.6364 30 0.8667 0.8966 0.8814 29 0.7192 0.8107 0.7622 0.9524
0.1528 17.0 1802 0.1484 0.7143 0.8696 0.7843 69 0.5469 0.6034 0.5738 58 0.7630 0.8684 0.8123 152 0.6410 0.8333 0.7246 30 0.7353 0.8621 0.7937 29 0.7030 0.8195 0.7568 0.9519
0.1498 18.0 1908 0.1472 0.7059 0.8696 0.7792 69 0.5410 0.5690 0.5546 58 0.7644 0.875 0.8160 152 0.6154 0.8 0.6957 30 0.7576 0.8621 0.8065 29 0.7015 0.8136 0.7534 0.9498
0.1439 19.0 2014 0.1406 0.7407 0.8696 0.8000 69 0.5536 0.5345 0.5439 58 0.7751 0.8618 0.8162 152 0.6579 0.8333 0.7353 30 0.8125 0.8966 0.8525 29 0.7261 0.8077 0.7647 0.9526
0.141 20.0 2120 0.1405 0.7531 0.8841 0.8133 69 0.5645 0.6034 0.5833 58 0.7811 0.8684 0.8224 152 0.6579 0.8333 0.7353 30 0.7576 0.8621 0.8065 29 0.7258 0.8225 0.7712 0.9547
0.1371 21.0 2226 0.1442 0.7470 0.8986 0.8158 69 0.56 0.7241 0.6316 58 0.7778 0.875 0.8235 152 0.6316 0.8 0.7059 30 0.7812 0.8621 0.8197 29 0.7168 0.8462 0.7761 0.9539
0.1341 22.0 2332 0.1365 0.7561 0.8986 0.8212 69 0.5493 0.6724 0.6047 58 0.7857 0.8684 0.825 152 0.6486 0.8 0.7164 30 0.8125 0.8966 0.8525 29 0.7256 0.8373 0.7775 0.9565
0.1304 23.0 2438 0.1390 0.7625 0.8841 0.8188 69 0.5714 0.6897 0.625 58 0.7836 0.8816 0.8297 152 0.6579 0.8333 0.7353 30 0.8125 0.8966 0.8525 29 0.7315 0.8462 0.7846 0.9552
0.1318 24.0 2544 0.1461 0.7381 0.8986 0.8105 69 0.6 0.7241 0.6562 58 0.7684 0.8947 0.8267 152 0.6154 0.8 0.6957 30 0.6857 0.8276 0.75 29 0.7111 0.8521 0.7752 0.9513
0.1283 25.0 2650 0.1371 0.7654 0.8986 0.8267 69 0.5915 0.7241 0.6512 58 0.8193 0.8947 0.8553 152 0.6316 0.8 0.7059 30 0.7059 0.8276 0.7619 29 0.7385 0.8521 0.7912 0.9565
0.1235 26.0 2756 0.1399 0.7654 0.8986 0.8267 69 0.6087 0.7241 0.6614 58 0.7919 0.9013 0.8431 152 0.6579 0.8333 0.7353 30 0.6857 0.8276 0.75 29 0.7323 0.8580 0.7902 0.9554
0.1227 27.0 2862 0.1340 0.775 0.8986 0.8322 69 0.6207 0.6207 0.6207 58 0.8095 0.8947 0.8500 152 0.6486 0.8 0.7164 30 0.7812 0.8621 0.8197 29 0.7547 0.8373 0.7938 0.9560
0.1237 28.0 2968 0.1343 0.775 0.8986 0.8322 69 0.6094 0.6724 0.6393 58 0.8204 0.9013 0.8589 152 0.6944 0.8333 0.7576 30 0.7273 0.8276 0.7742 29 0.7553 0.8491 0.7994 0.9575
0.1185 29.0 3074 0.1334 0.7875 0.9130 0.8456 69 0.6271 0.6379 0.6325 58 0.8204 0.9013 0.8589 152 0.6857 0.8 0.7385 30 0.7273 0.8276 0.7742 29 0.7620 0.8432 0.8006 0.9575
0.1188 30.0 3180 0.1292 0.7848 0.8986 0.8378 69 0.6190 0.6724 0.6446 58 0.8182 0.8882 0.8517 152 0.6857 0.8 0.7385 30 0.7812 0.8621 0.8197 29 0.7620 0.8432 0.8006 0.9583
0.1157 31.0 3286 0.1296 0.775 0.8986 0.8322 69 0.5902 0.6207 0.6050 58 0.7988 0.8882 0.8411 152 0.7143 0.8333 0.7692 30 0.7273 0.8276 0.7742 29 0.7460 0.8343 0.7877 0.9580
0.1159 32.0 3392 0.1288 0.7848 0.8986 0.8378 69 0.5968 0.6379 0.6167 58 0.8072 0.8816 0.8428 152 0.6857 0.8 0.7385 30 0.8065 0.8621 0.8333 29 0.7560 0.8343 0.7932 0.9583
0.1156 33.0 3498 0.1296 0.7975 0.9130 0.8514 69 0.6032 0.6552 0.6281 58 0.8110 0.875 0.8418 152 0.7143 0.8333 0.7692 30 0.75 0.8276 0.7869 29 0.7587 0.8373 0.7961 0.9583
0.1105 34.0 3604 0.1348 0.7949 0.8986 0.8435 69 0.6104 0.8103 0.6963 58 0.8242 0.8947 0.8580 152 0.6757 0.8333 0.7463 30 0.7273 0.8276 0.7742 29 0.7538 0.8698 0.8077 0.9588
0.1116 35.0 3710 0.1331 0.7975 0.9130 0.8514 69 0.6333 0.6552 0.6441 58 0.8095 0.8947 0.8500 152 0.6154 0.8 0.6957 30 0.7273 0.8276 0.7742 29 0.7520 0.8432 0.7950 0.9572
0.1115 36.0 3816 0.1310 0.7975 0.9130 0.8514 69 0.6094 0.6724 0.6393 58 0.8121 0.8816 0.8454 152 0.6579 0.8333 0.7353 30 0.7273 0.8276 0.7742 29 0.7520 0.8432 0.7950 0.9575
0.1102 37.0 3922 0.1351 0.7875 0.9130 0.8456 69 0.6719 0.7414 0.7049 58 0.8084 0.8882 0.8464 152 0.6410 0.8333 0.7246 30 0.7273 0.8276 0.7742 29 0.7572 0.8580 0.8044 0.9590
0.1082 38.0 4028 0.1363 0.8077 0.9130 0.8571 69 0.6528 0.8103 0.7231 58 0.8155 0.9013 0.8562 152 0.6410 0.8333 0.7246 30 0.7273 0.8276 0.7742 29 0.7590 0.8757 0.8132 0.9595
0.1055 39.0 4134 0.1300 0.8077 0.9130 0.8571 69 0.6825 0.7414 0.7107 58 0.8133 0.8882 0.8491 152 0.6757 0.8333 0.7463 30 0.75 0.8276 0.7869 29 0.7713 0.8580 0.8123 0.9601
0.1041 40.0 4240 0.1313 0.8077 0.9130 0.8571 69 0.6825 0.7414 0.7107 58 0.8144 0.8947 0.8527 152 0.6316 0.8 0.7059 30 0.7273 0.8276 0.7742 29 0.7652 0.8580 0.8089 0.9595
0.1046 41.0 4346 0.1277 0.8182 0.9130 0.8630 69 0.7069 0.7069 0.7069 58 0.8107 0.9013 0.8536 152 0.7143 0.8333 0.7692 30 0.7812 0.8621 0.8197 29 0.7844 0.8609 0.8209 0.9606
0.1035 42.0 4452 0.1274 0.8077 0.9130 0.8571 69 0.6610 0.6724 0.6667 58 0.8204 0.9013 0.8589 152 0.7143 0.8333 0.7692 30 0.7812 0.8621 0.8197 29 0.7790 0.8550 0.8152 0.9611
0.1032 43.0 4558 0.1329 0.8077 0.9130 0.8571 69 0.6471 0.7586 0.6984 58 0.8059 0.9013 0.8509 152 0.6486 0.8 0.7164 30 0.7273 0.8276 0.7742 29 0.7565 0.8639 0.8066 0.9588
0.1024 44.0 4664 0.1267 0.8182 0.9130 0.8630 69 0.7 0.7241 0.7119 58 0.8133 0.8882 0.8491 152 0.6667 0.8 0.7273 30 0.7812 0.8621 0.8197 29 0.7790 0.8550 0.8152 0.9613
0.1002 45.0 4770 0.1306 0.8182 0.9130 0.8630 69 0.6765 0.7931 0.7302 58 0.8144 0.8947 0.8527 152 0.7143 0.8333 0.7692 30 0.75 0.8276 0.7869 29 0.7757 0.8698 0.8201 0.9611
0.1001 46.0 4876 0.1273 0.8182 0.9130 0.8630 69 0.7121 0.8103 0.7581 58 0.8144 0.8947 0.8527 152 0.7143 0.8333 0.7692 30 0.75 0.8276 0.7869 29 0.7825 0.8728 0.8252 0.9624
0.0991 47.0 4982 0.1303 0.8182 0.9130 0.8630 69 0.6719 0.7414 0.7049 58 0.8193 0.8947 0.8553 152 0.6667 0.8 0.7273 30 0.75 0.8276 0.7869 29 0.7733 0.8580 0.8135 0.9606
0.097 48.0 5088 0.1276 0.8182 0.9130 0.8630 69 0.6935 0.7414 0.7167 58 0.8193 0.8947 0.8553 152 0.7143 0.8333 0.7692 30 0.7812 0.8621 0.8197 29 0.7849 0.8639 0.8225 0.9616
0.0977 49.0 5194 0.1272 0.8182 0.9130 0.8630 69 0.6923 0.7759 0.7317 58 0.8193 0.8947 0.8553 152 0.6667 0.8 0.7273 30 0.7812 0.8621 0.8197 29 0.7793 0.8669 0.8207 0.9618
0.0972 50.0 5300 0.1248 0.8182 0.9130 0.8630 69 0.6897 0.6897 0.6897 58 0.8121 0.8816 0.8454 152 0.7143 0.8333 0.7692 30 0.8 0.8276 0.8136 29 0.7836 0.8462 0.8137 0.9608
0.096 51.0 5406 0.1289 0.8182 0.9130 0.8630 69 0.6875 0.7586 0.7213 58 0.8193 0.8947 0.8553 152 0.7143 0.8333 0.7692 30 0.75 0.8276 0.7869 29 0.7807 0.8639 0.8202 0.9616
0.0942 52.0 5512 0.1312 0.8182 0.9130 0.8630 69 0.6901 0.8448 0.7597 58 0.8263 0.9079 0.8652 152 0.6486 0.8 0.7164 30 0.7273 0.8276 0.7742 29 0.7740 0.8817 0.8243 0.9613
0.096 53.0 5618 0.1269 0.8182 0.9130 0.8630 69 0.7031 0.7759 0.7377 58 0.8144 0.8947 0.8527 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7834 0.8669 0.8230 0.9624
0.092 54.0 5724 0.1271 0.8182 0.9130 0.8630 69 0.6825 0.7414 0.7107 58 0.8121 0.8816 0.8454 152 0.6944 0.8333 0.7576 30 0.7273 0.8276 0.7742 29 0.7727 0.8550 0.8118 0.9606
0.0937 55.0 5830 0.1293 0.8182 0.9130 0.8630 69 0.6857 0.8276 0.75 58 0.8242 0.8947 0.8580 152 0.6757 0.8333 0.7463 30 0.75 0.8276 0.7869 29 0.7769 0.8757 0.8234 0.9613
0.092 56.0 5936 0.1276 0.8182 0.9130 0.8630 69 0.6721 0.7069 0.6891 58 0.8133 0.8882 0.8491 152 0.7143 0.8333 0.7692 30 0.7273 0.8276 0.7742 29 0.7742 0.8521 0.8113 0.9606
0.0908 57.0 6042 0.1289 0.8182 0.9130 0.8630 69 0.6769 0.7586 0.7154 58 0.8095 0.8947 0.8500 152 0.7143 0.8333 0.7692 30 0.7273 0.8276 0.7742 29 0.7725 0.8639 0.8156 0.9606
0.089 58.0 6148 0.1268 0.8182 0.9130 0.8630 69 0.7231 0.8103 0.7642 58 0.8095 0.8947 0.8500 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.7846 0.8728 0.8263 0.9621
0.089 59.0 6254 0.1250 0.8182 0.9130 0.8630 69 0.7143 0.7759 0.7438 58 0.8133 0.8882 0.8491 152 0.7143 0.8333 0.7692 30 0.8 0.8276 0.8136 29 0.7871 0.8639 0.8237 0.9618
0.0885 60.0 6360 0.1309 0.8182 0.9130 0.8630 69 0.6866 0.7931 0.736 58 0.8214 0.9079 0.8625 152 0.6486 0.8 0.7164 30 0.7273 0.8276 0.7742 29 0.7723 0.8728 0.8194 0.9601
0.0883 61.0 6466 0.1258 0.8182 0.9130 0.8630 69 0.6984 0.7586 0.7273 58 0.8293 0.8947 0.8608 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.7892 0.8639 0.8249 0.9618
0.0896 62.0 6572 0.1268 0.8182 0.9130 0.8630 69 0.6935 0.7414 0.7167 58 0.8253 0.9013 0.8616 152 0.7353 0.8333 0.7812 30 0.75 0.8276 0.7869 29 0.7871 0.8639 0.8237 0.9611
0.0893 63.0 6678 0.1258 0.8182 0.9130 0.8630 69 0.7049 0.7414 0.7227 58 0.8303 0.9013 0.8644 152 0.6944 0.8333 0.7576 30 0.7742 0.8276 0.8000 29 0.7892 0.8639 0.8249 0.9616
0.089 64.0 6784 0.1325 0.7975 0.9130 0.8514 69 0.6957 0.8276 0.7559 58 0.8373 0.9145 0.8742 152 0.6486 0.8 0.7164 30 0.6970 0.7931 0.7419 29 0.7734 0.8787 0.8227 0.9603
0.0892 65.0 6890 0.1317 0.8077 0.9130 0.8571 69 0.6957 0.8276 0.7559 58 0.8373 0.9145 0.8742 152 0.6486 0.8 0.7164 30 0.75 0.8276 0.7869 29 0.7801 0.8817 0.8278 0.9613
0.0877 66.0 6996 0.1290 0.8182 0.9130 0.8630 69 0.7188 0.7931 0.7541 58 0.8253 0.9013 0.8616 152 0.6944 0.8333 0.7576 30 0.75 0.8276 0.7869 29 0.7867 0.8728 0.8275 0.9621
0.0856 67.0 7102 0.1305 0.8077 0.9130 0.8571 69 0.7188 0.7931 0.7541 58 0.8466 0.9079 0.8762 152 0.6757 0.8333 0.7463 30 0.7273 0.8276 0.7742 29 0.7893 0.8757 0.8303 0.9616
0.0862 68.0 7208 0.1334 0.8077 0.9130 0.8571 69 0.7 0.8448 0.7656 58 0.8373 0.9145 0.8742 152 0.6486 0.8 0.7164 30 0.7188 0.7931 0.7541 29 0.7781 0.8817 0.8266 0.9611
0.0867 69.0 7314 0.1309 0.8077 0.9130 0.8571 69 0.6970 0.7931 0.7419 58 0.8424 0.9145 0.8770 152 0.7143 0.8333 0.7692 30 0.75 0.8276 0.7869 29 0.7899 0.8787 0.8319 0.9621
0.0845 70.0 7420 0.1256 0.8182 0.9130 0.8630 69 0.6885 0.7241 0.7059 58 0.8354 0.9013 0.8671 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7929 0.8609 0.8255 0.9624
0.0864 71.0 7526 0.1250 0.8182 0.9130 0.8630 69 0.7031 0.7759 0.7377 58 0.8144 0.8947 0.8527 152 0.7576 0.8333 0.7937 30 0.7742 0.8276 0.8000 29 0.7876 0.8669 0.8254 0.9621
0.0854 72.0 7632 0.1275 0.8077 0.9130 0.8571 69 0.7077 0.7931 0.7480 58 0.8466 0.9079 0.8762 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9634
0.0843 73.0 7738 0.1238 0.8077 0.9130 0.8571 69 0.6935 0.7414 0.7167 58 0.8354 0.9013 0.8671 152 0.7273 0.8 0.7619 30 0.7742 0.8276 0.8000 29 0.7908 0.8609 0.8244 0.9618
0.0871 74.0 7844 0.1290 0.7975 0.9130 0.8514 69 0.7273 0.8276 0.7742 58 0.8415 0.9079 0.8734 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7947 0.8817 0.8359 0.9624
0.0836 75.0 7950 0.1276 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8405 0.9013 0.8698 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9626
0.0825 76.0 8056 0.1277 0.7975 0.9130 0.8514 69 0.7273 0.8276 0.7742 58 0.8415 0.9079 0.8734 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7947 0.8817 0.8359 0.9624
0.0838 77.0 8162 0.1251 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8344 0.8947 0.8635 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7951 0.8728 0.8322 0.9621
0.0846 78.0 8268 0.1269 0.8077 0.9130 0.8571 69 0.7121 0.8103 0.7581 58 0.8405 0.9013 0.8698 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9626
0.0845 79.0 8374 0.1264 0.8077 0.9130 0.8571 69 0.7121 0.8103 0.7581 58 0.8354 0.9013 0.8671 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7936 0.8757 0.8326 0.9626
0.0816 80.0 8480 0.1290 0.7975 0.9130 0.8514 69 0.7206 0.8448 0.7778 58 0.8303 0.9013 0.8644 152 0.7143 0.8333 0.7692 30 0.7188 0.7931 0.7541 29 0.7836 0.8787 0.8285 0.9624
0.0821 81.0 8586 0.1280 0.8077 0.9130 0.8571 69 0.7121 0.8103 0.7581 58 0.8354 0.9013 0.8671 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7936 0.8757 0.8326 0.9626
0.0823 82.0 8692 0.1306 0.8077 0.9130 0.8571 69 0.7206 0.8448 0.7778 58 0.8424 0.9145 0.8770 152 0.7143 0.8333 0.7692 30 0.7188 0.7931 0.7541 29 0.7910 0.8846 0.8352 0.9631
0.082 83.0 8798 0.1272 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8344 0.8947 0.8635 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7951 0.8728 0.8322 0.9626
0.0796 84.0 8904 0.1286 0.8077 0.9130 0.8571 69 0.7121 0.8103 0.7581 58 0.8405 0.9013 0.8698 152 0.7143 0.8333 0.7692 30 0.7419 0.7931 0.7667 29 0.7909 0.8728 0.8298 0.9621
0.082 85.0 9010 0.1275 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8344 0.8947 0.8635 152 0.7143 0.8333 0.7692 30 0.7419 0.7931 0.7667 29 0.7903 0.8698 0.8282 0.9618
0.0827 86.0 9116 0.1279 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8405 0.9013 0.8698 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9621
0.0819 87.0 9222 0.1283 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8424 0.9145 0.8770 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7989 0.8817 0.8383 0.9624
0.0775 88.0 9328 0.1267 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8303 0.9013 0.8644 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7936 0.8757 0.8326 0.9626
0.0784 89.0 9434 0.1289 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8415 0.9079 0.8734 152 0.7143 0.8333 0.7692 30 0.7419 0.7931 0.7667 29 0.7936 0.8757 0.8326 0.9618
0.0789 90.0 9540 0.1275 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8344 0.8947 0.8635 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7951 0.8728 0.8322 0.9626
0.0808 91.0 9646 0.1293 0.8077 0.9130 0.8571 69 0.7273 0.8276 0.7742 58 0.8415 0.9079 0.8734 152 0.6944 0.8333 0.7576 30 0.7419 0.7931 0.7667 29 0.792 0.8787 0.8331 0.9624
0.0788 92.0 9752 0.1277 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8344 0.8947 0.8635 152 0.7353 0.8333 0.7812 30 0.7742 0.8276 0.8000 29 0.7951 0.8728 0.8322 0.9624
0.0791 93.0 9858 0.1293 0.8077 0.9130 0.8571 69 0.7273 0.8276 0.7742 58 0.8415 0.9079 0.8734 152 0.6944 0.8333 0.7576 30 0.7742 0.8276 0.8000 29 0.7947 0.8817 0.8359 0.9624
0.0786 94.0 9964 0.1287 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8354 0.9013 0.8671 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7936 0.8757 0.8326 0.9621
0.0788 95.0 10070 0.1285 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8405 0.9013 0.8698 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9621
0.0785 96.0 10176 0.1292 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8424 0.9145 0.8770 152 0.6944 0.8333 0.7576 30 0.7742 0.8276 0.8000 29 0.7947 0.8817 0.8359 0.9626
0.082 97.0 10282 0.1285 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8405 0.9013 0.8698 152 0.6944 0.8333 0.7576 30 0.7742 0.8276 0.8000 29 0.7936 0.8757 0.8326 0.9621
0.078 98.0 10388 0.1284 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8405 0.9013 0.8698 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7957 0.8757 0.8338 0.9618
0.0783 99.0 10494 0.1284 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8415 0.9079 0.8734 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7962 0.8787 0.8354 0.9624
0.0773 100.0 10600 0.1286 0.8077 0.9130 0.8571 69 0.7231 0.8103 0.7642 58 0.8415 0.9079 0.8734 152 0.7143 0.8333 0.7692 30 0.7742 0.8276 0.8000 29 0.7962 0.8787 0.8354 0.9624

Framework versions

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