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detrDominoTest

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metadata
library_name: transformers
license: apache-2.0
base_model: aviola/detrDominoTest
tags:
  - generated_from_trainer
datasets:
  - temp_domino2
model-index:
  - name: detrDominoTest
    results: []

detrDominoTest

This model is a fine-tuned version of aviola/detrDominoTest on the temp_domino2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3136
  • Map: 0.7908
  • Map 50: 0.9713
  • Map 75: 0.9581
  • Map Small: 0.6149
  • Map Medium: 0.8095
  • Map Large: 0.95
  • Mar 1: 0.5615
  • Mar 10: 0.8371
  • Mar 100: 0.8376
  • Mar Small: 0.6273
  • Mar Medium: 0.8528
  • Mar Large: 0.95
  • Map Pip-1: 0.797
  • Mar 100 Pip-1: 0.8692
  • Map Pip-10: 0.8296
  • Mar 100 Pip-10: 0.8524
  • Map Pip-11: 0.7895
  • Mar 100 Pip-11: 0.8269
  • Map Pip-12: 0.8135
  • Mar 100 Pip-12: 0.8474
  • Map Pip-2: 0.7938
  • Mar 100 Pip-2: 0.83
  • Map Pip-3: 0.7789
  • Mar 100 Pip-3: 0.8333
  • Map Pip-4: 0.801
  • Mar 100 Pip-4: 0.8381
  • Map Pip-5: 0.7845
  • Mar 100 Pip-5: 0.8355
  • Map Pip-6: 0.7327
  • Mar 100 Pip-6: 0.7909
  • Map Pip-7: 0.7779
  • Mar 100 Pip-7: 0.8462
  • Map Pip-8: 0.8338
  • Mar 100 Pip-8: 0.8813
  • Map Pip-9: 0.7574
  • Mar 100 Pip-9: 0.8

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 100

Training results

Training Loss Epoch Step Validation Loss Map Map 50 Map 75 Map Small Map Medium Map Large Mar 1 Mar 10 Mar 100 Mar Small Mar Medium Mar Large Map Pip-1 Mar 100 Pip-1 Map Pip-10 Mar 100 Pip-10 Map Pip-11 Mar 100 Pip-11 Map Pip-12 Mar 100 Pip-12 Map Pip-2 Mar 100 Pip-2 Map Pip-3 Mar 100 Pip-3 Map Pip-4 Mar 100 Pip-4 Map Pip-5 Mar 100 Pip-5 Map Pip-6 Mar 100 Pip-6 Map Pip-7 Mar 100 Pip-7 Map Pip-8 Mar 100 Pip-8 Map Pip-9 Mar 100 Pip-9
No log 1.0 39 0.4086 0.7494 0.9586 0.883 0.5264 0.7715 0.925 0.5396 0.8059 0.8062 0.5803 0.8233 0.925 0.6853 0.7923 0.8197 0.8571 0.7888 0.8115 0.78 0.8474 0.7892 0.825 0.7475 0.8 0.7902 0.8238 0.6953 0.7806 0.6734 0.7455 0.7488 0.8 0.7553 0.825 0.719 0.7667
No log 2.0 78 0.4398 0.7303 0.9558 0.8876 0.5189 0.7541 0.875 0.5364 0.797 0.797 0.5712 0.8146 0.875 0.6884 0.8077 0.8035 0.8286 0.7775 0.8192 0.7594 0.8211 0.7395 0.795 0.7041 0.8 0.7599 0.8 0.6961 0.7903 0.638 0.7318 0.7091 0.7808 0.8321 0.85 0.6566 0.74
No log 3.0 117 0.3891 0.7563 0.9668 0.9071 0.6001 0.7768 0.925 0.5421 0.8065 0.8065 0.6333 0.82 0.925 0.6916 0.8 0.8326 0.8571 0.724 0.7731 0.7828 0.8211 0.7551 0.805 0.7874 0.8333 0.7771 0.8048 0.7521 0.8097 0.7029 0.7682 0.7971 0.8346 0.8 0.8313 0.6728 0.74
No log 4.0 156 0.3920 0.7571 0.9671 0.9197 0.5805 0.7794 0.85 0.535 0.81 0.81 0.6424 0.8231 0.85 0.6551 0.7769 0.7894 0.8143 0.789 0.8192 0.7833 0.8211 0.7652 0.805 0.7778 0.84 0.76 0.8 0.7054 0.7871 0.7292 0.7682 0.7999 0.85 0.7832 0.8313 0.7481 0.8067
No log 5.0 195 0.3804 0.7573 0.9748 0.9235 0.5858 0.7784 0.9 0.5325 0.8065 0.8065 0.6258 0.8215 0.9 0.7083 0.8077 0.8055 0.8333 0.7766 0.8038 0.7604 0.7947 0.7772 0.81 0.7802 0.84 0.7853 0.8143 0.7282 0.8 0.7086 0.7636 0.7643 0.8192 0.7814 0.8313 0.7117 0.76
No log 6.0 234 0.4067 0.7493 0.9659 0.9222 0.5752 0.7677 0.9 0.5341 0.804 0.8052 0.653 0.8152 0.9 0.6676 0.8 0.7979 0.8286 0.7935 0.8231 0.7781 0.8158 0.7592 0.805 0.7486 0.8333 0.7792 0.8095 0.7304 0.8097 0.6672 0.7455 0.7734 0.8192 0.7633 0.8062 0.7334 0.7667
No log 7.0 273 0.3890 0.7533 0.9692 0.9269 0.5879 0.7735 0.875 0.5401 0.8052 0.8078 0.6561 0.819 0.875 0.6642 0.8 0.8357 0.8619 0.7763 0.8115 0.8237 0.8526 0.7495 0.795 0.7448 0.82 0.778 0.8095 0.727 0.7871 0.653 0.7318 0.7737 0.8192 0.8072 0.8313 0.7061 0.7733
No log 8.0 312 0.3687 0.7692 0.9718 0.9154 0.5939 0.7906 0.9 0.549 0.8201 0.8201 0.6561 0.8343 0.9 0.6964 0.7846 0.8183 0.8381 0.8118 0.8269 0.8009 0.8421 0.766 0.815 0.7976 0.8533 0.8282 0.8619 0.7294 0.7903 0.698 0.7727 0.7759 0.8192 0.7849 0.8375 0.723 0.8
No log 9.0 351 0.4000 0.7461 0.9641 0.9164 0.5861 0.77 0.9 0.5314 0.8014 0.8018 0.6364 0.8159 0.9 0.6185 0.7615 0.7994 0.8333 0.7843 0.8154 0.7912 0.8316 0.6897 0.74 0.7777 0.84 0.7649 0.8143 0.7344 0.7935 0.661 0.7364 0.7571 0.8115 0.7943 0.8313 0.7802 0.8133
No log 10.0 390 0.4003 0.7418 0.9715 0.9241 0.5005 0.7645 0.85 0.5263 0.7988 0.7988 0.6076 0.813 0.85 0.6762 0.8077 0.8015 0.8286 0.766 0.8154 0.7382 0.7842 0.7265 0.77 0.741 0.8267 0.7981 0.819 0.7099 0.7774 0.7072 0.7682 0.7226 0.8077 0.756 0.7937 0.7582 0.7867
No log 11.0 429 0.4343 0.7278 0.9504 0.8934 0.6015 0.7461 0.875 0.5309 0.7877 0.788 0.65 0.7972 0.875 0.6908 0.7923 0.7867 0.819 0.741 0.7885 0.712 0.7474 0.7424 0.805 0.7489 0.8067 0.7966 0.819 0.6999 0.7677 0.6796 0.7591 0.6966 0.7731 0.7951 0.8188 0.6441 0.76
No log 12.0 468 0.4207 0.7058 0.9712 0.8855 0.528 0.7247 0.925 0.5124 0.7645 0.7653 0.5394 0.7795 0.925 0.6456 0.7615 0.7939 0.8143 0.7284 0.7769 0.7006 0.7579 0.6906 0.745 0.7687 0.82 0.7289 0.7762 0.7171 0.7645 0.6514 0.7091 0.7036 0.7731 0.7893 0.825 0.5519 0.66
0.4556 13.0 507 0.3848 0.7542 0.9543 0.9174 0.5697 0.7753 0.825 0.5471 0.8194 0.8194 0.6091 0.8347 0.95 0.7158 0.8385 0.7857 0.8238 0.7732 0.8115 0.7283 0.7789 0.6986 0.79 0.7696 0.8533 0.7937 0.8333 0.7815 0.8355 0.7016 0.7636 0.7741 0.8346 0.8186 0.8562 0.7097 0.8133
0.4556 14.0 546 0.3788 0.7564 0.9639 0.9114 0.528 0.7798 0.9 0.5355 0.8092 0.8098 0.5894 0.8265 0.9 0.7087 0.8462 0.783 0.7952 0.7956 0.8192 0.765 0.8263 0.7398 0.815 0.801 0.8333 0.822 0.8429 0.7442 0.7968 0.7055 0.7455 0.7568 0.8192 0.7705 0.825 0.6851 0.7533
0.4556 15.0 585 0.3864 0.7493 0.9708 0.9155 0.5894 0.7698 0.9 0.5311 0.8016 0.8039 0.6515 0.8155 0.9 0.7445 0.8308 0.7578 0.8 0.7567 0.7923 0.7447 0.8053 0.7533 0.82 0.7944 0.8267 0.7894 0.8333 0.7446 0.7968 0.6701 0.7364 0.7601 0.8346 0.7962 0.8313 0.6802 0.74
0.4556 16.0 624 0.3978 0.7494 0.9643 0.9028 0.5679 0.7722 0.8 0.5315 0.8059 0.807 0.65 0.8167 0.925 0.6628 0.7923 0.7946 0.8238 0.7425 0.7731 0.7564 0.8105 0.6742 0.79 0.7939 0.84 0.7946 0.8286 0.7787 0.8258 0.6832 0.7545 0.785 0.8269 0.8096 0.8313 0.7176 0.7867
0.4556 17.0 663 0.3586 0.774 0.972 0.9484 0.5333 0.7936 0.9 0.5465 0.8202 0.8218 0.6333 0.8336 0.9 0.6905 0.8 0.8125 0.8429 0.7762 0.8077 0.7558 0.8053 0.7875 0.825 0.8098 0.84 0.7806 0.8143 0.7822 0.8323 0.7143 0.7727 0.8054 0.8577 0.8154 0.85 0.7584 0.8133
0.4556 18.0 702 0.4016 0.7422 0.9625 0.9194 0.5425 0.7602 0.875 0.5352 0.7976 0.7989 0.5697 0.8152 0.875 0.6883 0.8 0.748 0.7857 0.7869 0.8115 0.715 0.7579 0.7613 0.785 0.7816 0.8267 0.8047 0.8381 0.7296 0.8097 0.6597 0.7591 0.7387 0.8077 0.796 0.825 0.6962 0.78
0.4556 19.0 741 0.3587 0.7662 0.9689 0.9284 0.5361 0.7903 0.9 0.5472 0.8164 0.8164 0.5727 0.8358 0.9 0.7908 0.8308 0.801 0.8286 0.7698 0.8077 0.7767 0.8158 0.779 0.81 0.7464 0.82 0.7827 0.819 0.7604 0.8097 0.6759 0.7545 0.7798 0.8385 0.8405 0.8687 0.6915 0.7933
0.4556 20.0 780 0.3623 0.7673 0.9687 0.9318 0.5526 0.7903 0.925 0.5458 0.818 0.818 0.5606 0.8386 0.925 0.7878 0.8462 0.7625 0.8095 0.7718 0.8115 0.7881 0.8211 0.7591 0.79 0.7861 0.8467 0.8456 0.8571 0.7401 0.8129 0.6694 0.7682 0.7805 0.8462 0.7726 0.8062 0.7435 0.8
0.4556 21.0 819 0.3721 0.7648 0.9718 0.9209 0.5704 0.7854 0.925 0.5419 0.8144 0.8144 0.6106 0.8276 0.925 0.7772 0.8462 0.7865 0.819 0.7673 0.8 0.8316 0.8474 0.7853 0.83 0.7934 0.84 0.795 0.8238 0.7218 0.7806 0.6495 0.7318 0.7303 0.8038 0.8252 0.85 0.7141 0.8
0.4556 22.0 858 0.3991 0.7393 0.9697 0.8982 0.5729 0.7572 0.8875 0.5325 0.7952 0.7952 0.6212 0.8077 0.925 0.7318 0.8231 0.762 0.7905 0.7615 0.7962 0.7321 0.7789 0.7914 0.82 0.751 0.8067 0.7375 0.781 0.7201 0.7968 0.7162 0.7773 0.7266 0.8077 0.8118 0.8313 0.6296 0.7333
0.4556 23.0 897 0.3739 0.7447 0.9654 0.91 0.5794 0.7641 0.9 0.5425 0.8047 0.805 0.6242 0.82 0.9 0.7101 0.8462 0.7833 0.819 0.7581 0.7962 0.7623 0.8105 0.7887 0.83 0.7612 0.82 0.7944 0.8143 0.7818 0.8258 0.6431 0.7227 0.7466 0.8308 0.8039 0.825 0.6032 0.72
0.4556 24.0 936 0.4022 0.7404 0.9698 0.9094 0.5958 0.7589 0.9 0.5342 0.7928 0.7945 0.6379 0.8061 0.9 0.701 0.7846 0.767 0.7905 0.7433 0.7808 0.7518 0.7947 0.7567 0.795 0.7557 0.8133 0.7746 0.8143 0.7465 0.8097 0.6518 0.7182 0.7309 0.8115 0.8384 0.875 0.6671 0.7467
0.4556 25.0 975 0.3708 0.7572 0.9712 0.9337 0.6116 0.7741 0.925 0.5393 0.8048 0.8051 0.6242 0.8198 0.925 0.7527 0.8385 0.8035 0.8238 0.7676 0.7962 0.7583 0.8 0.7649 0.79 0.7506 0.8333 0.7937 0.819 0.7781 0.8129 0.6712 0.7318 0.7812 0.8385 0.783 0.8375 0.6813 0.74
0.4249 26.0 1014 0.3605 0.7629 0.9727 0.9182 0.547 0.7854 0.925 0.5393 0.8151 0.8151 0.6015 0.8308 0.925 0.7483 0.8385 0.7993 0.8238 0.7711 0.8077 0.7844 0.8263 0.7509 0.8 0.7832 0.84 0.7911 0.8238 0.755 0.8194 0.7174 0.7864 0.7695 0.8385 0.8165 0.8438 0.6682 0.7333
0.4249 27.0 1053 0.3681 0.7407 0.9732 0.9159 0.5177 0.7634 0.925 0.5341 0.8039 0.8039 0.5576 0.8206 0.925 0.7128 0.8077 0.8023 0.8333 0.7697 0.8115 0.7603 0.8105 0.754 0.8 0.7028 0.8067 0.743 0.8095 0.7498 0.8258 0.7002 0.7682 0.7224 0.7962 0.7995 0.8375 0.6721 0.74
0.4249 28.0 1092 0.3550 0.763 0.9693 0.9376 0.5696 0.7854 0.925 0.5467 0.813 0.813 0.6152 0.8282 0.925 0.6927 0.8 0.7653 0.8 0.7861 0.8269 0.8279 0.8474 0.7394 0.785 0.7768 0.8333 0.7867 0.8143 0.7773 0.8355 0.6953 0.7545 0.7752 0.8346 0.7962 0.8313 0.7365 0.7933
0.4249 29.0 1131 0.3778 0.745 0.9676 0.8914 0.5383 0.7665 0.95 0.5369 0.7984 0.7984 0.5667 0.8145 0.95 0.6715 0.8 0.8009 0.8238 0.7862 0.8192 0.7365 0.7947 0.7565 0.79 0.8034 0.8533 0.7053 0.7619 0.7355 0.7968 0.6682 0.7227 0.778 0.8346 0.8216 0.85 0.6763 0.7333
0.4249 30.0 1170 0.3507 0.7606 0.9624 0.9239 0.607 0.7777 0.975 0.5497 0.8157 0.816 0.6273 0.8316 0.975 0.6687 0.8 0.7764 0.8143 0.8155 0.8385 0.7913 0.8211 0.7645 0.805 0.7818 0.8533 0.78 0.8095 0.7663 0.8355 0.6978 0.75 0.7592 0.8308 0.8338 0.8813 0.6912 0.7533
0.4249 31.0 1209 0.3480 0.7623 0.9643 0.918 0.5998 0.7799 0.95 0.5432 0.8186 0.8186 0.6167 0.8344 0.95 0.7157 0.8308 0.8036 0.8476 0.8324 0.85 0.7938 0.8211 0.7625 0.8 0.7596 0.8533 0.7444 0.7952 0.7625 0.8258 0.6921 0.75 0.7779 0.8385 0.8041 0.8438 0.6992 0.7667
0.4249 32.0 1248 0.3712 0.7603 0.9704 0.9165 0.5393 0.7811 0.95 0.5388 0.8174 0.8174 0.6045 0.8326 0.95 0.6794 0.8154 0.8008 0.8143 0.7842 0.8115 0.7594 0.8053 0.7927 0.85 0.7373 0.82 0.7852 0.819 0.7639 0.829 0.7251 0.7818 0.7425 0.8192 0.8057 0.8562 0.7479 0.7867
0.4249 33.0 1287 0.3459 0.7653 0.9725 0.9319 0.5985 0.7806 0.95 0.5423 0.8195 0.8198 0.6364 0.8324 0.95 0.6932 0.8231 0.7976 0.8143 0.7912 0.8231 0.7936 0.8263 0.7867 0.825 0.785 0.8533 0.7996 0.819 0.7423 0.8161 0.7131 0.7727 0.735 0.8346 0.8147 0.8562 0.7316 0.7733
0.4249 34.0 1326 0.3423 0.7679 0.9667 0.9314 0.5609 0.7848 0.9 0.5372 0.826 0.8266 0.6576 0.8399 0.9 0.6761 0.8231 0.8191 0.8476 0.8002 0.8346 0.7758 0.8211 0.7812 0.815 0.7586 0.84 0.8027 0.8286 0.7568 0.829 0.7121 0.7773 0.7639 0.8538 0.8196 0.8562 0.7486 0.7933
0.4249 35.0 1365 0.3705 0.7516 0.9656 0.9069 0.4988 0.7725 0.925 0.5402 0.8074 0.8074 0.5652 0.8249 0.925 0.6247 0.8154 0.8221 0.8476 0.7809 0.8077 0.7653 0.7947 0.8007 0.825 0.7652 0.8133 0.7572 0.8 0.7365 0.8 0.7089 0.7818 0.7708 0.8308 0.7898 0.8188 0.6976 0.7533
0.4249 36.0 1404 0.3463 0.7776 0.9666 0.9339 0.5749 0.7937 0.9 0.5528 0.8308 0.8308 0.6379 0.8433 0.9 0.7419 0.8308 0.8353 0.8619 0.7998 0.8346 0.8054 0.8368 0.818 0.84 0.7585 0.8333 0.7495 0.8048 0.7697 0.8355 0.7168 0.7909 0.7464 0.8308 0.8261 0.85 0.7633 0.82
0.4249 37.0 1443 0.3389 0.7784 0.9634 0.9457 0.5908 0.7946 0.925 0.5573 0.8351 0.8351 0.6636 0.8489 0.925 0.7033 0.8308 0.8347 0.8571 0.7775 0.8231 0.752 0.8053 0.8211 0.87 0.7967 0.8533 0.7875 0.8143 0.781 0.8387 0.7192 0.7864 0.781 0.8538 0.8435 0.8813 0.7436 0.8067
0.4249 38.0 1482 0.3464 0.7645 0.9657 0.9296 0.543 0.7794 0.9375 0.5428 0.8149 0.8149 0.6364 0.8245 0.95 0.6675 0.7923 0.8037 0.8238 0.7835 0.8115 0.781 0.8105 0.8212 0.845 0.7467 0.8133 0.794 0.8286 0.7517 0.8065 0.6863 0.7636 0.769 0.8346 0.8445 0.8687 0.7245 0.78
0.3898 39.0 1521 0.3424 0.7677 0.9686 0.9312 0.597 0.7843 0.95 0.552 0.8233 0.8246 0.6364 0.8372 0.95 0.6722 0.8 0.7868 0.8238 0.7847 0.8115 0.7983 0.8316 0.8014 0.84 0.7752 0.8467 0.7929 0.8286 0.7499 0.8097 0.6878 0.7636 0.788 0.8577 0.8247 0.8687 0.7502 0.8133
0.3898 40.0 1560 0.3560 0.76 0.9703 0.9115 0.5719 0.7778 0.925 0.545 0.809 0.8093 0.603 0.825 0.925 0.7175 0.8154 0.8049 0.8238 0.7839 0.8038 0.7745 0.8263 0.794 0.825 0.7623 0.82 0.7809 0.819 0.7276 0.7903 0.6584 0.7409 0.7633 0.8231 0.8223 0.85 0.73 0.7733
0.3898 41.0 1599 0.3547 0.7661 0.9681 0.9265 0.5627 0.7827 0.9 0.549 0.8169 0.8175 0.6061 0.8336 0.9 0.6768 0.8077 0.7866 0.8095 0.7939 0.8154 0.836 0.8737 0.7529 0.785 0.7625 0.8067 0.7936 0.8286 0.7682 0.8258 0.7012 0.7773 0.7923 0.8423 0.7923 0.8375 0.7377 0.8
0.3898 42.0 1638 0.3385 0.7675 0.9653 0.9243 0.5693 0.7853 0.975 0.5505 0.8201 0.8201 0.6136 0.8349 0.975 0.7315 0.8538 0.8125 0.8429 0.7951 0.8231 0.7601 0.8211 0.774 0.805 0.7919 0.86 0.7859 0.8048 0.7477 0.8032 0.6915 0.75 0.8038 0.8538 0.7966 0.85 0.7187 0.7733
0.3898 43.0 1677 0.3601 0.7672 0.9725 0.9278 0.5899 0.7835 0.9 0.5452 0.8188 0.8188 0.6515 0.8312 0.9 0.7438 0.8385 0.7778 0.8143 0.7867 0.8038 0.8156 0.8421 0.8043 0.835 0.748 0.8133 0.7813 0.8238 0.7268 0.8097 0.7059 0.7818 0.7744 0.8346 0.8188 0.8687 0.7229 0.76
0.3898 44.0 1716 0.3404 0.7731 0.9699 0.9335 0.621 0.7897 0.95 0.5515 0.8232 0.8249 0.6424 0.8377 0.95 0.7211 0.8077 0.81 0.8524 0.8087 0.8385 0.8157 0.8526 0.7728 0.845 0.7401 0.8067 0.7833 0.8286 0.7712 0.8323 0.7114 0.75 0.7784 0.8423 0.8054 0.8562 0.7586 0.7867
0.3898 45.0 1755 0.3496 0.7633 0.9715 0.9303 0.575 0.7829 0.95 0.5444 0.8134 0.8134 0.6 0.8309 0.95 0.7144 0.7846 0.7998 0.8333 0.7713 0.8038 0.7555 0.8158 0.7874 0.84 0.7477 0.8267 0.779 0.8095 0.7818 0.829 0.6996 0.7636 0.7687 0.8308 0.815 0.8375 0.7392 0.7867
0.3898 46.0 1794 0.3465 0.7754 0.9693 0.9326 0.5969 0.7951 0.95 0.556 0.8267 0.8292 0.6409 0.8451 0.95 0.6813 0.8077 0.8052 0.8429 0.7987 0.8269 0.787 0.8368 0.8061 0.845 0.7692 0.8333 0.7792 0.819 0.7767 0.8355 0.7396 0.7773 0.7746 0.85 0.8147 0.8562 0.7723 0.82
0.3898 47.0 1833 0.3380 0.7723 0.9753 0.9423 0.5954 0.7893 0.95 0.5568 0.8235 0.8235 0.6212 0.8386 0.95 0.7194 0.8077 0.8378 0.8619 0.7844 0.8154 0.7485 0.8 0.8029 0.85 0.78 0.8333 0.8238 0.8524 0.7707 0.8258 0.6744 0.7545 0.7754 0.8385 0.8219 0.8625 0.7292 0.78
0.3898 48.0 1872 0.3506 0.7712 0.9636 0.9253 0.6274 0.7867 0.975 0.5506 0.821 0.821 0.6545 0.8339 0.975 0.6802 0.7923 0.7805 0.819 0.7971 0.8231 0.7803 0.8211 0.8156 0.84 0.7365 0.8067 0.8132 0.8524 0.7843 0.829 0.7309 0.7864 0.7892 0.8385 0.804 0.8438 0.7424 0.8
0.3898 49.0 1911 0.3530 0.7707 0.9705 0.9475 0.5979 0.7877 0.975 0.5477 0.8236 0.8236 0.6364 0.8374 0.975 0.7422 0.8385 0.8069 0.8381 0.772 0.7923 0.7839 0.8158 0.796 0.845 0.7704 0.82 0.8116 0.8524 0.7857 0.8581 0.6996 0.75 0.7582 0.8231 0.8027 0.8438 0.7196 0.8067
0.3898 50.0 1950 0.3520 0.7775 0.9737 0.9367 0.5852 0.7958 0.925 0.5503 0.8231 0.8231 0.6273 0.8381 0.925 0.7325 0.8231 0.8195 0.8429 0.7968 0.8346 0.8139 0.8474 0.7863 0.825 0.7871 0.8133 0.7994 0.8286 0.7621 0.8129 0.69 0.75 0.7716 0.8423 0.8135 0.8375 0.7572 0.82
0.3898 51.0 1989 0.3274 0.7823 0.9783 0.9406 0.5879 0.7998 0.9 0.5534 0.8291 0.8291 0.6197 0.8454 0.9 0.7132 0.7846 0.8154 0.8333 0.8117 0.8385 0.828 0.8684 0.7949 0.835 0.7811 0.82 0.7882 0.8333 0.7757 0.8323 0.7099 0.7727 0.7737 0.8423 0.83 0.8625 0.7656 0.8267
0.3629 52.0 2028 0.3309 0.7797 0.9733 0.9405 0.5927 0.8001 0.9 0.548 0.832 0.8326 0.6303 0.8475 0.9 0.6711 0.8077 0.8103 0.8381 0.789 0.8192 0.8255 0.8684 0.8167 0.85 0.7807 0.8333 0.7789 0.8286 0.7716 0.8323 0.7122 0.7636 0.7952 0.8731 0.8241 0.85 0.7812 0.8267
0.3629 53.0 2067 0.3443 0.7804 0.9717 0.9431 0.5971 0.797 0.9 0.553 0.8278 0.8282 0.6227 0.8446 0.9 0.7225 0.7846 0.8043 0.8333 0.8217 0.8385 0.7893 0.8632 0.7859 0.825 0.8105 0.84 0.7802 0.8286 0.7574 0.8194 0.6957 0.7545 0.7683 0.85 0.8637 0.8875 0.7656 0.8133
0.3629 54.0 2106 0.3335 0.7828 0.973 0.9416 0.5706 0.8021 0.875 0.5505 0.8286 0.829 0.6152 0.8465 0.875 0.7221 0.8231 0.7893 0.8238 0.7756 0.8038 0.8226 0.8579 0.8001 0.84 0.8059 0.86 0.7847 0.8095 0.7665 0.8226 0.705 0.7591 0.8323 0.8731 0.8426 0.875 0.7464 0.8
0.3629 55.0 2145 0.3493 0.7672 0.9729 0.942 0.5923 0.7834 0.925 0.5432 0.8129 0.8132 0.6379 0.8256 0.925 0.7429 0.8385 0.7762 0.8095 0.7784 0.8 0.8102 0.8421 0.7791 0.825 0.7689 0.8133 0.7819 0.8095 0.7467 0.8 0.71 0.7636 0.7609 0.8269 0.8235 0.85 0.7278 0.78
0.3629 56.0 2184 0.3208 0.7887 0.9768 0.9411 0.5985 0.805 0.9 0.5561 0.8382 0.8382 0.6455 0.8526 0.9 0.7387 0.8462 0.8149 0.8429 0.8024 0.8385 0.8193 0.8579 0.8008 0.835 0.7988 0.8467 0.7837 0.8286 0.7921 0.8258 0.7161 0.7773 0.7934 0.8654 0.8484 0.8938 0.7558 0.8
0.3629 57.0 2223 0.3289 0.7883 0.9754 0.9473 0.606 0.8051 0.925 0.5592 0.8347 0.8347 0.6545 0.8487 0.925 0.7252 0.8308 0.7897 0.8238 0.7808 0.8077 0.8138 0.8368 0.8359 0.875 0.8032 0.86 0.784 0.8286 0.7722 0.8194 0.74 0.7955 0.7795 0.85 0.8495 0.8625 0.7852 0.8267
0.3629 58.0 2262 0.3505 0.7673 0.9724 0.9346 0.5989 0.7838 0.925 0.5488 0.8161 0.8173 0.6394 0.831 0.925 0.6971 0.8 0.8022 0.8238 0.7707 0.8 0.8047 0.8421 0.8212 0.87 0.7727 0.82 0.7657 0.8095 0.7415 0.8161 0.7125 0.7636 0.7833 0.8462 0.8196 0.85 0.7157 0.7667
0.3629 59.0 2301 0.3269 0.7842 0.9748 0.9384 0.5736 0.8014 0.925 0.5592 0.8312 0.8321 0.6318 0.847 0.925 0.7142 0.8154 0.8322 0.8571 0.792 0.8231 0.8284 0.8579 0.8033 0.85 0.7845 0.8267 0.79 0.8286 0.7782 0.8387 0.7178 0.7773 0.7697 0.8423 0.8601 0.8813 0.7401 0.7867
0.3629 60.0 2340 0.3251 0.7898 0.9737 0.9378 0.568 0.8095 0.9 0.5588 0.8337 0.8352 0.6227 0.8522 0.9 0.7622 0.8538 0.8198 0.8619 0.811 0.8346 0.8201 0.8421 0.7959 0.845 0.7869 0.8267 0.7953 0.8238 0.7774 0.8419 0.7293 0.7727 0.7639 0.8385 0.8482 0.875 0.768 0.8067
0.3629 61.0 2379 0.3307 0.774 0.9685 0.9339 0.5712 0.7911 0.95 0.5585 0.8274 0.8285 0.6167 0.8432 0.95 0.7214 0.8231 0.8255 0.8571 0.7975 0.8269 0.7895 0.8316 0.7995 0.845 0.7908 0.86 0.7678 0.8095 0.7814 0.8387 0.7007 0.7636 0.749 0.8385 0.8502 0.8813 0.7147 0.7667
0.3629 62.0 2418 0.3248 0.7829 0.9722 0.9499 0.5782 0.8028 0.925 0.5593 0.831 0.8316 0.6167 0.848 0.925 0.7286 0.8308 0.8206 0.8571 0.8021 0.8269 0.7915 0.8368 0.8112 0.855 0.7879 0.8333 0.8011 0.8238 0.7773 0.8323 0.7089 0.7727 0.7509 0.8346 0.8465 0.8625 0.7681 0.8133
0.3629 63.0 2457 0.3186 0.7852 0.977 0.9501 0.5749 0.8046 0.95 0.5557 0.828 0.8293 0.6136 0.8443 0.95 0.7464 0.8077 0.8115 0.8524 0.8066 0.8308 0.8374 0.8789 0.8119 0.85 0.7832 0.82 0.7767 0.8238 0.7587 0.8129 0.723 0.7818 0.748 0.8308 0.842 0.8625 0.7771 0.8
0.3629 64.0 2496 0.3236 0.7923 0.9775 0.9596 0.5788 0.8112 0.925 0.5584 0.8366 0.8371 0.6227 0.8526 0.925 0.7835 0.8462 0.8179 0.8524 0.7939 0.8231 0.8376 0.8684 0.7783 0.825 0.7741 0.8133 0.7903 0.8333 0.7835 0.8419 0.7435 0.8 0.7691 0.8462 0.8395 0.8687 0.7969 0.8267
0.3316 65.0 2535 0.3328 0.7746 0.9781 0.9429 0.5682 0.7928 0.95 0.5512 0.8249 0.8254 0.603 0.8413 0.95 0.7587 0.8385 0.8081 0.8429 0.7846 0.8115 0.7887 0.8316 0.7904 0.84 0.7864 0.8333 0.7752 0.819 0.7688 0.8387 0.7007 0.7636 0.7429 0.8231 0.8341 0.8625 0.7565 0.8
0.3316 66.0 2574 0.3182 0.7807 0.976 0.9431 0.5868 0.7996 0.95 0.5538 0.83 0.8305 0.6152 0.8455 0.95 0.7748 0.8538 0.8011 0.8381 0.7767 0.8038 0.7822 0.8211 0.8202 0.855 0.7921 0.8333 0.7716 0.819 0.7825 0.8452 0.7152 0.7818 0.7511 0.8462 0.8495 0.875 0.7517 0.7933
0.3316 67.0 2613 0.3350 0.7813 0.9752 0.949 0.5907 0.7983 0.9 0.5535 0.8283 0.8302 0.6348 0.8447 0.9 0.7368 0.8077 0.8159 0.8571 0.7849 0.8231 0.8053 0.8526 0.7961 0.835 0.7958 0.84 0.7909 0.8286 0.7689 0.8355 0.7247 0.7727 0.7597 0.8346 0.8531 0.875 0.7429 0.8
0.3316 68.0 2652 0.3234 0.7904 0.9719 0.9514 0.5863 0.8077 0.825 0.5543 0.8371 0.8376 0.647 0.8499 0.95 0.7147 0.8308 0.8376 0.8667 0.7884 0.8231 0.8335 0.8579 0.8048 0.85 0.8057 0.84 0.779 0.8143 0.7856 0.8484 0.7203 0.7773 0.7763 0.8538 0.8436 0.8687 0.7959 0.82
0.3316 69.0 2691 0.3313 0.7799 0.9656 0.9514 0.5955 0.7967 0.925 0.5593 0.8303 0.8322 0.6303 0.8466 0.925 0.7542 0.8308 0.8297 0.8619 0.8002 0.8192 0.7977 0.8368 0.7938 0.835 0.7742 0.8333 0.7929 0.8286 0.7679 0.8355 0.7187 0.7773 0.7793 0.8538 0.8474 0.8813 0.7023 0.7933
0.3316 70.0 2730 0.3316 0.7829 0.9661 0.9564 0.5847 0.8022 0.925 0.5574 0.8306 0.8311 0.6197 0.8463 0.925 0.7691 0.8462 0.8184 0.8476 0.778 0.8038 0.821 0.8474 0.7674 0.82 0.7699 0.8133 0.79 0.8238 0.778 0.8452 0.7259 0.7818 0.7718 0.85 0.8501 0.8813 0.7546 0.8133
0.3316 71.0 2769 0.3223 0.7925 0.9742 0.9588 0.5932 0.8103 0.925 0.56 0.8342 0.8351 0.6318 0.8502 0.925 0.7705 0.8462 0.8125 0.8429 0.7881 0.8115 0.822 0.8579 0.7889 0.83 0.7944 0.82 0.8056 0.8333 0.7917 0.8484 0.7253 0.7727 0.7771 0.85 0.8515 0.8813 0.7825 0.8267
0.3316 72.0 2808 0.3222 0.7877 0.9764 0.9535 0.5964 0.8046 0.95 0.5565 0.8325 0.8325 0.6455 0.8448 0.95 0.7749 0.8692 0.8147 0.8429 0.7821 0.8038 0.8412 0.8684 0.7794 0.815 0.7854 0.8133 0.7902 0.8333 0.785 0.8355 0.7273 0.7909 0.7766 0.8423 0.8372 0.8687 0.7588 0.8067
0.3316 73.0 2847 0.3129 0.7851 0.9772 0.9537 0.6075 0.8021 0.95 0.5597 0.8305 0.8315 0.6439 0.8441 0.95 0.7913 0.8769 0.8129 0.8429 0.7858 0.8 0.8187 0.8526 0.7836 0.83 0.7763 0.8133 0.8195 0.8429 0.7812 0.8355 0.7073 0.7773 0.7711 0.8308 0.819 0.8687 0.7541 0.8067
0.3316 74.0 2886 0.3208 0.7828 0.9759 0.9497 0.5878 0.8005 0.975 0.5537 0.8258 0.8258 0.6258 0.8384 0.975 0.7852 0.8462 0.8216 0.8476 0.757 0.7846 0.812 0.8421 0.8116 0.84 0.786 0.8267 0.794 0.8286 0.7666 0.8226 0.6984 0.7636 0.7743 0.8385 0.834 0.8687 0.7525 0.8
0.3316 75.0 2925 0.3148 0.786 0.976 0.955 0.6036 0.8033 0.95 0.5562 0.8326 0.8326 0.6273 0.8466 0.95 0.785 0.8615 0.8287 0.8571 0.7703 0.7962 0.8026 0.8421 0.8016 0.845 0.7919 0.8333 0.7845 0.819 0.7664 0.8323 0.7024 0.7773 0.7789 0.8385 0.84 0.8687 0.7797 0.82
0.3316 76.0 2964 0.3219 0.7819 0.9775 0.9561 0.6125 0.7987 0.95 0.555 0.8266 0.8266 0.6227 0.8411 0.95 0.7824 0.8462 0.8251 0.8524 0.7715 0.8 0.8096 0.8526 0.7873 0.825 0.7697 0.8 0.7951 0.8286 0.7693 0.8258 0.7187 0.7864 0.7783 0.8462 0.8226 0.8625 0.7533 0.7933
0.3038 77.0 3003 0.3207 0.7884 0.9767 0.9581 0.6202 0.8059 0.95 0.5588 0.8334 0.8334 0.6318 0.8483 0.95 0.7748 0.8385 0.8317 0.8619 0.7759 0.8038 0.8077 0.8526 0.7885 0.83 0.8042 0.8333 0.8032 0.8429 0.7826 0.8355 0.7194 0.7864 0.7895 0.8538 0.8262 0.8625 0.7574 0.8
0.3038 78.0 3042 0.3163 0.7867 0.9729 0.9538 0.6125 0.8042 0.95 0.5572 0.8329 0.8329 0.6273 0.8474 0.95 0.7811 0.8462 0.819 0.8476 0.7696 0.8 0.8194 0.8579 0.7752 0.82 0.7992 0.84 0.8119 0.8429 0.7868 0.8419 0.7221 0.7864 0.7845 0.85 0.8202 0.8625 0.7521 0.8
0.3038 79.0 3081 0.3166 0.7882 0.9773 0.9475 0.6015 0.8065 0.95 0.5593 0.8338 0.8343 0.6258 0.8493 0.95 0.7792 0.8538 0.8227 0.8476 0.7688 0.7962 0.8119 0.8526 0.8029 0.84 0.7835 0.8333 0.8016 0.8381 0.7772 0.8355 0.7445 0.8 0.7792 0.8462 0.8273 0.8687 0.7591 0.8
0.3038 80.0 3120 0.3185 0.7902 0.9715 0.9543 0.6186 0.8082 0.825 0.5586 0.8352 0.8359 0.6348 0.8506 0.95 0.7689 0.8615 0.8381 0.8619 0.7868 0.8154 0.8157 0.8526 0.7941 0.83 0.7999 0.84 0.8085 0.8476 0.7674 0.8194 0.7475 0.7909 0.776 0.8423 0.8223 0.8687 0.7569 0.8
0.3038 81.0 3159 0.3024 0.7956 0.9736 0.9607 0.6125 0.8135 0.95 0.5619 0.8389 0.8389 0.6303 0.8546 0.95 0.8234 0.8846 0.8237 0.8571 0.7997 0.8269 0.812 0.8474 0.7857 0.82 0.788 0.8333 0.796 0.8333 0.7807 0.8355 0.7526 0.8 0.7718 0.8462 0.8425 0.8687 0.7713 0.8133
0.3038 82.0 3198 0.3096 0.7928 0.9732 0.9534 0.6141 0.8113 0.95 0.5628 0.839 0.839 0.6288 0.8543 0.95 0.8262 0.8769 0.8237 0.8619 0.7995 0.8269 0.8074 0.8474 0.781 0.825 0.7817 0.8267 0.7981 0.8333 0.7696 0.8323 0.7314 0.7955 0.7714 0.8462 0.8475 0.8687 0.7761 0.8267
0.3038 83.0 3237 0.3088 0.7916 0.9715 0.9586 0.6212 0.8094 0.95 0.5628 0.8368 0.837 0.6348 0.8516 0.95 0.7837 0.8615 0.8184 0.8524 0.8019 0.8308 0.822 0.8579 0.7774 0.815 0.7794 0.82 0.8005 0.8333 0.774 0.829 0.7456 0.8 0.7784 0.85 0.8416 0.8813 0.776 0.8133
0.3038 84.0 3276 0.3182 0.7867 0.9703 0.9504 0.6252 0.8049 0.825 0.5561 0.8344 0.8344 0.6379 0.8487 0.95 0.7751 0.8538 0.8284 0.8571 0.7921 0.8231 0.8153 0.8474 0.7724 0.81 0.7798 0.8267 0.7873 0.8286 0.7831 0.8355 0.7337 0.7955 0.7817 0.8538 0.8401 0.8813 0.7509 0.8
0.3038 85.0 3315 0.3143 0.7873 0.9697 0.9563 0.6067 0.8056 0.825 0.5544 0.834 0.834 0.6273 0.8484 0.95 0.7704 0.8538 0.833 0.8571 0.7871 0.8192 0.8159 0.8474 0.7664 0.805 0.7819 0.84 0.7896 0.8286 0.786 0.8387 0.7382 0.7864 0.78 0.85 0.8358 0.875 0.7635 0.8067
0.3038 86.0 3354 0.3164 0.7893 0.9703 0.9567 0.6248 0.8075 0.825 0.5559 0.8358 0.8358 0.6364 0.8502 0.95 0.7664 0.8538 0.8327 0.8571 0.7877 0.8192 0.8098 0.8526 0.78 0.815 0.792 0.84 0.8024 0.8381 0.7869 0.8387 0.7432 0.7955 0.7761 0.8385 0.8458 0.8875 0.7485 0.7933
0.3038 87.0 3393 0.3126 0.7875 0.9718 0.9585 0.6089 0.8049 0.95 0.5602 0.833 0.833 0.6182 0.848 0.95 0.7893 0.8538 0.8343 0.8571 0.7801 0.8115 0.8255 0.8579 0.7856 0.82 0.7663 0.8267 0.7901 0.8333 0.7831 0.8323 0.7155 0.7818 0.782 0.8462 0.8402 0.875 0.7574 0.8
0.3038 88.0 3432 0.3113 0.7885 0.9719 0.9588 0.6048 0.807 0.95 0.5597 0.8333 0.8333 0.6152 0.8488 0.95 0.7846 0.8615 0.8343 0.8571 0.783 0.8115 0.8215 0.8579 0.7761 0.815 0.7719 0.82 0.7945 0.8381 0.7785 0.829 0.7314 0.7909 0.786 0.85 0.8379 0.8687 0.7625 0.8
0.3038 89.0 3471 0.3110 0.7865 0.9729 0.953 0.5957 0.8055 0.95 0.5597 0.8325 0.8325 0.6061 0.8487 0.95 0.789 0.8538 0.8354 0.8571 0.7845 0.8154 0.8115 0.8526 0.7849 0.815 0.7717 0.8333 0.788 0.8381 0.7775 0.8258 0.7203 0.7818 0.7753 0.8423 0.8423 0.875 0.7574 0.8
0.295 90.0 3510 0.3194 0.785 0.9692 0.9496 0.5871 0.8051 0.95 0.5591 0.834 0.8346 0.6091 0.8509 0.95 0.7653 0.8615 0.8308 0.8524 0.781 0.8115 0.8081 0.8474 0.7837 0.815 0.7718 0.8333 0.7965 0.8381 0.7827 0.8355 0.7272 0.7864 0.7786 0.8462 0.8369 0.8875 0.7574 0.8
0.295 91.0 3549 0.3137 0.7881 0.9708 0.951 0.6008 0.8077 0.95 0.5609 0.8353 0.8358 0.6136 0.8519 0.95 0.7923 0.8692 0.8238 0.8571 0.787 0.8231 0.8136 0.8474 0.7938 0.83 0.7717 0.8267 0.7876 0.8333 0.7859 0.8355 0.7285 0.7864 0.7788 0.8462 0.8367 0.875 0.7574 0.8
0.295 92.0 3588 0.3122 0.7922 0.9715 0.9583 0.6157 0.8114 0.95 0.5619 0.8369 0.8378 0.6273 0.853 0.95 0.7923 0.8692 0.8332 0.8571 0.7868 0.8192 0.8156 0.8474 0.7893 0.83 0.7789 0.8333 0.8048 0.8429 0.7908 0.8387 0.7373 0.7909 0.787 0.85 0.8335 0.875 0.7574 0.8
0.295 93.0 3627 0.3153 0.7881 0.9712 0.9581 0.6149 0.8064 0.95 0.5599 0.8344 0.8354 0.6273 0.8502 0.95 0.7852 0.8615 0.8352 0.8571 0.7787 0.8192 0.8136 0.8474 0.7809 0.82 0.779 0.8333 0.8068 0.8429 0.7805 0.8355 0.7293 0.7864 0.7772 0.8462 0.8335 0.875 0.7574 0.8
0.295 94.0 3666 0.3149 0.7878 0.9715 0.9518 0.6078 0.8065 0.95 0.559 0.8343 0.8353 0.6227 0.8505 0.95 0.7852 0.8615 0.8382 0.8571 0.787 0.8192 0.8136 0.8474 0.7808 0.82 0.7824 0.84 0.7861 0.8286 0.7816 0.8355 0.7291 0.7864 0.7779 0.8462 0.8338 0.8813 0.7574 0.8
0.295 95.0 3705 0.3137 0.7878 0.9713 0.9582 0.6142 0.8057 0.95 0.56 0.8347 0.8352 0.6273 0.8501 0.95 0.7826 0.8615 0.8306 0.8524 0.7861 0.8192 0.8135 0.8474 0.7793 0.815 0.7822 0.84 0.7939 0.8333 0.7825 0.8355 0.7323 0.7909 0.7785 0.8462 0.8344 0.8813 0.7574 0.8
0.295 96.0 3744 0.3139 0.7887 0.9714 0.9583 0.6149 0.8067 0.95 0.5604 0.835 0.8355 0.6273 0.8503 0.95 0.7826 0.8615 0.8306 0.8524 0.7874 0.8192 0.8135 0.8474 0.7831 0.82 0.7802 0.8333 0.801 0.8381 0.7844 0.8355 0.7324 0.7909 0.7776 0.8462 0.8343 0.8813 0.7574 0.8
0.295 97.0 3783 0.3132 0.7918 0.9714 0.9583 0.6149 0.8104 0.95 0.5619 0.837 0.8375 0.6273 0.8528 0.95 0.797 0.8692 0.8296 0.8524 0.7851 0.8192 0.8135 0.8474 0.7885 0.825 0.7802 0.8333 0.808 0.8429 0.7898 0.8387 0.7327 0.7909 0.7859 0.85 0.8344 0.8813 0.7574 0.8
0.295 98.0 3822 0.3137 0.7904 0.9713 0.9581 0.6149 0.809 0.95 0.5614 0.8366 0.8371 0.6273 0.8523 0.95 0.797 0.8692 0.8207 0.8476 0.7895 0.8269 0.8135 0.8474 0.7885 0.825 0.7802 0.8333 0.801 0.8381 0.7845 0.8355 0.7327 0.7909 0.7859 0.85 0.8338 0.8813 0.7574 0.8
0.295 99.0 3861 0.3136 0.7908 0.9713 0.9581 0.6149 0.8095 0.95 0.5615 0.8371 0.8376 0.6273 0.8528 0.95 0.797 0.8692 0.8296 0.8524 0.7895 0.8269 0.8135 0.8474 0.7938 0.83 0.7789 0.8333 0.801 0.8381 0.7846 0.8355 0.7327 0.7909 0.7779 0.8462 0.8338 0.8813 0.7574 0.8
0.295 100.0 3900 0.3136 0.7908 0.9713 0.9581 0.6149 0.8095 0.95 0.5615 0.8371 0.8376 0.6273 0.8528 0.95 0.797 0.8692 0.8296 0.8524 0.7895 0.8269 0.8135 0.8474 0.7938 0.83 0.7789 0.8333 0.801 0.8381 0.7845 0.8355 0.7327 0.7909 0.7779 0.8462 0.8338 0.8813 0.7574 0.8

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1