VersaPRM_filtered

This model is a fine-tuned version of Daewon0808/prm800k_llama_fulltune on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4419
  • Prm accuracy: 0.8889
  • Prm precision: 0.9043
  • Prm recall: 0.9720
  • Prm specificty: 0.4211
  • Prm npv: 0.7273
  • Prm f1: 0.9369
  • Prm f1 neg: 0.5333
  • Prm f1 auc: 0.8965

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: 0.0001
  • train_batch_size: 2
  • eval_batch_size: 4
  • seed: 908932403
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • total_eval_batch_size: 32
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss Prm accuracy Prm precision Prm recall Prm specificty Prm npv Prm f1 Prm f1 neg Prm f1 auc
No log 0 0 0.3536 0.8333 0.8772 0.9346 0.2632 0.4167 0.9050 0.3226 0.8195
0.3678 0.0030 5 0.3556 0.8333 0.8772 0.9346 0.2632 0.4167 0.9050 0.3226 0.8165
0.2578 0.0060 10 0.3513 0.8333 0.8772 0.9346 0.2632 0.4167 0.9050 0.3226 0.8185
0.3369 0.0090 15 0.3488 0.8413 0.8718 0.9533 0.2105 0.4444 0.9107 0.2857 0.8227
0.2075 0.0120 20 0.3518 0.8492 0.8667 0.9720 0.1579 0.5 0.9163 0.24 0.8259
0.1613 0.0151 25 0.3895 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.8364
0.2219 0.0181 30 0.3917 0.8413 0.8537 0.9813 0.0526 0.3333 0.9130 0.0909 0.8502
0.1576 0.0211 35 0.3520 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8566
0.1821 0.0241 40 0.3328 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8628
0.1773 0.0271 45 0.3225 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8701
0.2263 0.0301 50 0.3260 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8756
0.1708 0.0331 55 0.3259 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8778
0.1992 0.0361 60 0.3144 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.8775
0.1403 0.0391 65 0.3022 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8746
0.1494 0.0422 70 0.2971 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8716
0.1478 0.0452 75 0.3113 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8736
0.2049 0.0482 80 0.3156 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8733
0.1578 0.0512 85 0.3213 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8692
0.187 0.0542 90 0.3407 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8620
0.1523 0.0572 95 0.3882 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8642
0.1976 0.0602 100 0.3525 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8655
0.2146 0.0632 105 0.3232 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8623
0.188 0.0662 110 0.3881 0.8492 0.8607 0.9813 0.1053 0.5 0.9170 0.1739 0.8667
0.1701 0.0693 115 0.3393 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8672
0.1125 0.0723 120 0.3155 0.8492 0.8793 0.9533 0.2632 0.5 0.9148 0.3448 0.8630
0.1947 0.0753 125 0.3908 0.8492 0.8607 0.9813 0.1053 0.5 0.9170 0.1739 0.8687
0.152 0.0783 130 0.3040 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8574
0.1705 0.0813 135 0.3095 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8630
0.1848 0.0843 140 0.3491 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8645
0.146 0.0873 145 0.3668 0.8492 0.8729 0.9626 0.2105 0.5 0.9156 0.2963 0.8625
0.2446 0.0903 150 0.3322 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8647
0.1152 0.0933 155 0.3495 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8699
0.128 0.0964 160 0.3393 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.8669
0.1425 0.0994 165 0.3349 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8726
0.1528 0.1024 170 0.3155 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8672
0.1233 0.1054 175 0.3705 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.8667
0.1637 0.1084 180 0.3753 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8574
0.1227 0.1114 185 0.4194 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8421
0.1523 0.1144 190 0.4267 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8428
0.0572 0.1174 195 0.3604 0.8571 0.8870 0.9533 0.3158 0.5455 0.9189 0.4 0.8490
0.1474 0.1204 200 0.3719 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8527
0.1539 0.1235 205 0.3464 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8510
0.0741 0.1265 210 0.3895 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8529
0.1366 0.1295 215 0.3710 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8566
0.0901 0.1325 220 0.4182 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8539
0.1259 0.1355 225 0.4166 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8576
0.2108 0.1385 230 0.3671 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8647
0.1041 0.1415 235 0.4246 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.8630
0.1122 0.1445 240 0.3746 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8620
0.1283 0.1475 245 0.4168 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8458
0.1782 0.1506 250 0.3723 0.8571 0.8803 0.9626 0.2632 0.5556 0.9196 0.3571 0.8529
0.102 0.1536 255 0.4007 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.8652
0.1245 0.1566 260 0.3404 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8719
0.0906 0.1596 265 0.3198 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8748
0.1652 0.1626 270 0.4048 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8728
0.123 0.1656 275 0.4252 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8694
0.0785 0.1686 280 0.6088 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.8660
0.1453 0.1716 285 0.3479 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8746
0.1138 0.1746 290 0.3385 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8746
0.1381 0.1777 295 0.3432 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.8815
0.059 0.1807 300 0.4334 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8640
0.1869 0.1837 305 0.4668 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8566
0.2032 0.1867 310 0.3440 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.8780
0.1326 0.1897 315 0.3641 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8694
0.1149 0.1927 320 0.4066 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8633
0.0769 0.1957 325 0.4286 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8628
0.1237 0.1987 330 0.3510 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.8748
0.0715 0.2017 335 0.3413 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8765
0.1143 0.2048 340 0.3981 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.8753
0.2085 0.2078 345 0.3383 0.8571 0.9009 0.9346 0.4211 0.5333 0.9174 0.4706 0.8847
0.2041 0.2108 350 0.3997 0.8492 0.8729 0.9626 0.2105 0.5 0.9156 0.2963 0.8775
0.0644 0.2138 355 0.4266 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.8728
0.1037 0.2168 360 0.3931 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8669
0.1153 0.2198 365 0.3426 0.8571 0.9009 0.9346 0.4211 0.5333 0.9174 0.4706 0.8660
0.1254 0.2228 370 0.3772 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8689
0.0605 0.2258 375 0.4060 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8637
0.0766 0.2288 380 0.4248 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.8623
0.1124 0.2319 385 0.3547 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8815
0.1141 0.2349 390 0.3166 0.8889 0.9115 0.9626 0.4737 0.6923 0.9364 0.5625 0.8854
0.0947 0.2379 395 0.3302 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8780
0.1011 0.2409 400 0.4250 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8613
0.2363 0.2439 405 0.4003 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8650
0.0928 0.2469 410 0.3737 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8706
0.1075 0.2499 415 0.3968 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8736
0.114 0.2529 420 0.4012 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8647
0.0785 0.2559 425 0.4344 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8534
0.0866 0.2590 430 0.4403 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8738
0.1272 0.2620 435 0.3997 0.8571 0.8870 0.9533 0.3158 0.5455 0.9189 0.4 0.8854
0.1322 0.2650 440 0.3932 0.8730 0.9027 0.9533 0.4211 0.6154 0.9273 0.5 0.8765
0.0392 0.2680 445 0.4634 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8574
0.0445 0.2710 450 0.3923 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8692
0.0949 0.2740 455 0.3737 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8839
0.0559 0.2770 460 0.4511 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8847
0.1651 0.2800 465 0.4305 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.8839
0.1601 0.2830 470 0.3996 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8864
0.1024 0.2861 475 0.4367 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8797
0.0807 0.2891 480 0.3707 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.8815
0.0881 0.2921 485 0.3262 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8812
0.0505 0.2951 490 0.3560 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8819
0.0271 0.2981 495 0.4572 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8805
0.0756 0.3011 500 0.4332 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8763
0.0903 0.3041 505 0.3597 0.8730 0.9027 0.9533 0.4211 0.6154 0.9273 0.5 0.8765
0.0639 0.3071 510 0.4337 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8731
0.0915 0.3101 515 0.4004 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8773
0.0522 0.3132 520 0.3702 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8819
0.0932 0.3162 525 0.3705 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8827
0.0983 0.3192 530 0.4161 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8844
0.0784 0.3222 535 0.4878 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8864
0.099 0.3252 540 0.4134 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8955
0.0607 0.3282 545 0.3933 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8955
0.1602 0.3312 550 0.4176 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8876
0.2345 0.3342 555 0.4244 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8859
0.0863 0.3372 560 0.3258 0.8571 0.8938 0.9439 0.3684 0.5385 0.9182 0.4375 0.8970
0.0733 0.3403 565 0.3567 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8906
0.1253 0.3433 570 0.4396 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.8827
0.0973 0.3463 575 0.3835 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8879
0.0799 0.3493 580 0.3279 0.8730 0.9027 0.9533 0.4211 0.6154 0.9273 0.5 0.8918
0.0625 0.3523 585 0.3759 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8933
0.0937 0.3553 590 0.5063 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8822
0.1189 0.3583 595 0.4078 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8883
0.1028 0.3613 600 0.3082 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8992
0.0798 0.3643 605 0.3231 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.9014
0.0855 0.3674 610 0.4184 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8901
0.1058 0.3704 615 0.3652 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8910
0.079 0.3734 620 0.3655 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8871
0.059 0.3764 625 0.4346 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8832
0.1099 0.3794 630 0.5183 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8797
0.0523 0.3824 635 0.4690 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8792
0.0695 0.3854 640 0.4463 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8819
0.1217 0.3884 645 0.4508 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.8834
0.0513 0.3914 650 0.4349 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8861
0.0774 0.3945 655 0.3229 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9063
0.0839 0.3975 660 0.3058 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9058
0.0784 0.4005 665 0.3712 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.9026
0.1478 0.4035 670 0.3959 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8935
0.0797 0.4065 675 0.4169 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8972
0.1034 0.4095 680 0.4243 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8979
0.0645 0.4125 685 0.3868 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8997
0.0398 0.4155 690 0.3470 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.9004
0.1113 0.4185 695 0.3747 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.9011
0.1202 0.4216 700 0.4083 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.9026
0.1156 0.4246 705 0.3377 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9058
0.0658 0.4276 710 0.3480 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9043
0.0547 0.4306 715 0.3962 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8994
0.0236 0.4336 720 0.4048 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8994
0.0542 0.4366 725 0.4356 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8950
0.0976 0.4396 730 0.4741 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8920
0.0477 0.4426 735 0.4458 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8883
0.0538 0.4456 740 0.4279 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8859
0.0658 0.4487 745 0.4040 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8829
0.0921 0.4517 750 0.3898 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8842
0.0352 0.4547 755 0.4056 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8827
0.0588 0.4577 760 0.4124 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8879
0.0648 0.4607 765 0.3911 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8910
0.05 0.4637 770 0.3883 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8933
0.0498 0.4667 775 0.4078 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8950
0.1127 0.4697 780 0.5070 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8928
0.0723 0.4727 785 0.4364 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8928
0.0624 0.4758 790 0.4118 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8965
0.0792 0.4788 795 0.4532 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8952
0.1286 0.4818 800 0.4345 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.8999
0.0408 0.4848 805 0.4087 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8923
0.0869 0.4878 810 0.3950 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8910
0.086 0.4908 815 0.3818 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8908
0.0757 0.4938 820 0.4097 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8942
0.1398 0.4968 825 0.3968 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.8960
0.1556 0.4998 830 0.4014 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8910
0.0334 0.5029 835 0.4638 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8896
0.0932 0.5059 840 0.4882 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8898
0.0744 0.5089 845 0.4852 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8896
0.0691 0.5119 850 0.4165 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8955
0.0533 0.5149 855 0.4148 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9006
0.068 0.5179 860 0.4289 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9038
0.0368 0.5209 865 0.4150 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9038
0.0832 0.5239 870 0.3931 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9085
0.0822 0.5269 875 0.3930 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.9065
0.0517 0.5300 880 0.4242 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9068
0.0478 0.5330 885 0.4243 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9061
0.107 0.5360 890 0.4305 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9073
0.063 0.5390 895 0.4867 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.9097
0.0219 0.5420 900 0.5191 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.9095
0.0619 0.5450 905 0.4686 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9115
0.0784 0.5480 910 0.4012 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.9070
0.1324 0.5510 915 0.4038 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.9043
0.0405 0.5540 920 0.4294 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8957
0.0478 0.5571 925 0.4321 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8952
0.0931 0.5601 930 0.3942 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8965
0.0768 0.5631 935 0.3556 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.9011
0.083 0.5661 940 0.3654 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9024
0.0561 0.5691 945 0.4170 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.8925
0.0651 0.5721 950 0.4502 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.8930
0.0527 0.5751 955 0.4123 0.8651 0.8814 0.9720 0.2632 0.625 0.9244 0.3704 0.8970
0.0974 0.5781 960 0.3897 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8957
0.1064 0.5812 965 0.3799 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.8942
0.0904 0.5842 970 0.3994 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8893
0.0526 0.5872 975 0.4316 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8849
0.0398 0.5902 980 0.4119 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8881
0.0414 0.5932 985 0.3880 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8913
0.112 0.5962 990 0.3652 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8938
0.04 0.5992 995 0.3812 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8950
0.0396 0.6022 1000 0.4163 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8940
0.0431 0.6052 1005 0.4434 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8925
0.0899 0.6083 1010 0.4686 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8903
0.0775 0.6113 1015 0.4535 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8906
0.0312 0.6143 1020 0.4438 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8915
0.087 0.6173 1025 0.4568 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8923
0.0113 0.6203 1030 0.4112 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8935
0.1133 0.6233 1035 0.3838 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8962
0.059 0.6263 1040 0.3850 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8925
0.0474 0.6293 1045 0.3964 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8915
0.1056 0.6323 1050 0.3992 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8933
0.0734 0.6354 1055 0.3949 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8940
0.0713 0.6384 1060 0.4032 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8974
0.1008 0.6414 1065 0.4091 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8999
0.0417 0.6444 1070 0.3879 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9021
0.091 0.6474 1075 0.3752 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8977
0.0869 0.6504 1080 0.3916 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8955
0.0411 0.6534 1085 0.3969 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8970
0.0195 0.6564 1090 0.3770 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8955
0.0251 0.6594 1095 0.3721 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8965
0.0262 0.6625 1100 0.3930 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8962
0.0844 0.6655 1105 0.4328 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8925
0.1102 0.6685 1110 0.4661 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8896
0.1111 0.6715 1115 0.4330 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8913
0.0596 0.6745 1120 0.4037 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8913
0.0536 0.6775 1125 0.4028 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8913
0.0196 0.6805 1130 0.4216 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8915
0.0713 0.6835 1135 0.4365 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.8942
0.03 0.6865 1140 0.4306 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.8989
0.0386 0.6896 1145 0.4261 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9046
0.0814 0.6926 1150 0.4198 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.9024
0.0758 0.6956 1155 0.4069 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.9031
0.0431 0.6986 1160 0.3958 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9058
0.0631 0.7016 1165 0.3911 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9046
0.086 0.7046 1170 0.4004 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9053
0.027 0.7076 1175 0.3878 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.9038
0.1377 0.7106 1180 0.3852 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.9038
0.0226 0.7136 1185 0.3876 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8997
0.1012 0.7167 1190 0.3913 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.8989
0.0793 0.7197 1195 0.3794 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.8979
0.0817 0.7227 1200 0.3542 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.0465 0.7257 1205 0.3468 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8933
0.0336 0.7287 1210 0.3571 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8920
0.0165 0.7317 1215 0.3630 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8913
0.0559 0.7347 1220 0.3690 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8923
0.0979 0.7377 1225 0.3871 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8908
0.0993 0.7407 1230 0.3996 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8908
0.055 0.7438 1235 0.4120 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8871
0.0763 0.7468 1240 0.4184 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8896
0.0567 0.7498 1245 0.4035 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8935
0.0429 0.7528 1250 0.4027 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8913
0.0571 0.7558 1255 0.4149 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8935
0.0482 0.7588 1260 0.4408 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8913
0.0335 0.7618 1265 0.4618 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8930
0.0341 0.7648 1270 0.4767 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8935
0.1123 0.7678 1275 0.4728 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8920
0.0566 0.7709 1280 0.4591 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8933
0.0306 0.7739 1285 0.4508 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.8910
0.0259 0.7769 1290 0.4379 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.8913
0.0686 0.7799 1295 0.4344 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8879
0.0619 0.7829 1300 0.4394 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8883
0.0426 0.7859 1305 0.4474 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8886
0.0967 0.7889 1310 0.4514 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8883
0.0473 0.7919 1315 0.4366 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8901
0.0808 0.7949 1320 0.4245 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8938
0.0236 0.7980 1325 0.4122 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.0913 0.8010 1330 0.4065 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8950
0.0746 0.8040 1335 0.4134 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8942
0.0223 0.8070 1340 0.4166 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8955
0.0273 0.8100 1345 0.4233 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8960
0.0761 0.8130 1350 0.4303 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8960
0.0162 0.8160 1355 0.4381 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8940
0.1051 0.8190 1360 0.4406 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.03 0.8220 1365 0.4364 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8952
0.0544 0.8251 1370 0.4442 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8938
0.0299 0.8281 1375 0.4467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8920
0.0254 0.8311 1380 0.4521 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8918
0.0959 0.8341 1385 0.4579 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8920
0.0395 0.8371 1390 0.4556 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8918
0.0453 0.8401 1395 0.4519 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8918
0.0484 0.8431 1400 0.4443 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8913
0.0343 0.8461 1405 0.4355 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8920
0.0458 0.8491 1410 0.4409 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8935
0.0412 0.8522 1415 0.4422 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8923
0.0158 0.8552 1420 0.4424 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8952
0.0466 0.8582 1425 0.4533 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8928
0.0607 0.8612 1430 0.4559 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8933
0.0654 0.8642 1435 0.4573 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8935
0.0177 0.8672 1440 0.4616 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8940
0.0688 0.8702 1445 0.4597 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8952
0.028 0.8732 1450 0.4612 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.8945
0.1213 0.8762 1455 0.4543 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8960
0.0254 0.8793 1460 0.4517 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.0399 0.8823 1465 0.4461 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8962
0.0312 0.8853 1470 0.4416 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8972
0.0252 0.8883 1475 0.4412 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8960
0.0279 0.8913 1480 0.4456 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8933
0.0688 0.8943 1485 0.4431 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.0342 0.8973 1490 0.4473 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8933
0.0455 0.9003 1495 0.4479 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8933
0.0238 0.9033 1500 0.4456 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8947
0.0421 0.9064 1505 0.4473 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8950
0.0427 0.9094 1510 0.4510 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8942
0.0638 0.9124 1515 0.4488 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8950
0.0479 0.9154 1520 0.4480 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0397 0.9184 1525 0.4474 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8965
0.0542 0.9214 1530 0.4472 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8935
0.0767 0.9244 1535 0.4451 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0169 0.9274 1540 0.4408 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8970
0.053 0.9304 1545 0.4434 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8965
0.0201 0.9335 1550 0.4412 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8967
0.1083 0.9365 1555 0.4398 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8979
0.0358 0.9395 1560 0.4407 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8960
0.059 0.9425 1565 0.4388 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8972
0.0341 0.9455 1570 0.4407 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8962
0.0463 0.9485 1575 0.4385 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8977
0.0434 0.9515 1580 0.4403 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0313 0.9545 1585 0.4410 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0612 0.9575 1590 0.4394 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8965
0.0555 0.9606 1595 0.4391 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8977
0.0683 0.9636 1600 0.4373 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8967
0.1061 0.9666 1605 0.4391 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8974
0.0391 0.9696 1610 0.4397 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8952
0.0826 0.9726 1615 0.4419 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8979
0.0407 0.9756 1620 0.4407 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0554 0.9786 1625 0.4404 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8957
0.0754 0.9816 1630 0.4413 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8977
0.1043 0.9846 1635 0.4405 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8950
0.0487 0.9877 1640 0.4391 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8970
0.0321 0.9907 1645 0.4389 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8972
0.053 0.9937 1650 0.4385 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8977
0.046 0.9967 1655 0.4424 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8950
0.0383 0.9997 1660 0.4419 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.8965

Framework versions

  • PEFT 0.12.0
  • Transformers 4.46.0
  • Pytorch 2.4.0+cu118
  • Datasets 3.0.0
  • Tokenizers 0.20.1
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