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---
base_model: peiyi9979/math-shepherd-mistral-7b-prm
library_name: peft
metrics:
- accuracy
- precision
- recall
- f1
tags:
- generated_from_trainer
model-index:
- name: v0_mistral_lora_batch8
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# v0_mistral_lora_batch8
This model is a fine-tuned version of [peiyi9979/math-shepherd-mistral-7b-prm](https://huggingface.co/peiyi9979/math-shepherd-mistral-7b-prm) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4561
- Accuracy: 0.7885
- Precision: 0.6945
- Recall: 0.3611
- F1: 0.4751
## 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: 2.5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- 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: 2
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
| 0.7133 | 0.0054 | 5 | 0.7176 | 0.4580 | 0.2666 | 0.5969 | 0.3686 |
| 0.7149 | 0.0109 | 10 | 0.7167 | 0.4631 | 0.2680 | 0.5924 | 0.3691 |
| 0.7031 | 0.0163 | 15 | 0.7145 | 0.4672 | 0.2680 | 0.5834 | 0.3673 |
| 0.6996 | 0.0217 | 20 | 0.7116 | 0.4730 | 0.2673 | 0.5673 | 0.3634 |
| 0.7065 | 0.0271 | 25 | 0.7079 | 0.4838 | 0.2694 | 0.5535 | 0.3624 |
| 0.7025 | 0.0326 | 30 | 0.7021 | 0.4982 | 0.2718 | 0.5320 | 0.3598 |
| 0.6965 | 0.0380 | 35 | 0.6945 | 0.5206 | 0.2736 | 0.4886 | 0.3508 |
| 0.6836 | 0.0434 | 40 | 0.6843 | 0.5449 | 0.2737 | 0.4336 | 0.3356 |
| 0.6657 | 0.0488 | 45 | 0.6727 | 0.5748 | 0.2765 | 0.3736 | 0.3178 |
| 0.6456 | 0.0543 | 50 | 0.6597 | 0.6089 | 0.2795 | 0.3011 | 0.2899 |
| 0.633 | 0.0597 | 55 | 0.6458 | 0.6456 | 0.2900 | 0.2327 | 0.2582 |
| 0.6917 | 0.0651 | 60 | 0.6316 | 0.6768 | 0.3080 | 0.1758 | 0.2239 |
| 0.6715 | 0.0705 | 65 | 0.6190 | 0.6965 | 0.3081 | 0.1163 | 0.1689 |
| 0.6556 | 0.0760 | 70 | 0.6091 | 0.7096 | 0.3204 | 0.0850 | 0.1344 |
| 0.6629 | 0.0814 | 75 | 0.6018 | 0.7165 | 0.3235 | 0.0635 | 0.1062 |
| 0.5698 | 0.0868 | 80 | 0.5964 | 0.7227 | 0.3541 | 0.0559 | 0.0966 |
| 0.573 | 0.0922 | 85 | 0.5919 | 0.7259 | 0.3652 | 0.0461 | 0.0818 |
| 0.6451 | 0.0977 | 90 | 0.5885 | 0.7267 | 0.3519 | 0.0367 | 0.0665 |
| 0.5387 | 0.1031 | 95 | 0.5859 | 0.7299 | 0.3807 | 0.0300 | 0.0556 |
| 0.5793 | 0.1085 | 100 | 0.5844 | 0.7305 | 0.3806 | 0.0264 | 0.0494 |
| 0.6536 | 0.1139 | 105 | 0.5823 | 0.7302 | 0.3851 | 0.0300 | 0.0556 |
| 0.6614 | 0.1194 | 110 | 0.5821 | 0.7295 | 0.3789 | 0.0322 | 0.0594 |
| 0.5592 | 0.1248 | 115 | 0.5822 | 0.7290 | 0.375 | 0.0336 | 0.0616 |
| 0.557 | 0.1302 | 120 | 0.5811 | 0.7292 | 0.3824 | 0.0349 | 0.0640 |
| 0.5654 | 0.1356 | 125 | 0.5798 | 0.7298 | 0.3897 | 0.0340 | 0.0626 |
| 0.5963 | 0.1411 | 130 | 0.5809 | 0.7292 | 0.3929 | 0.0394 | 0.0716 |
| 0.6295 | 0.1465 | 135 | 0.5791 | 0.7302 | 0.4010 | 0.0362 | 0.0665 |
| 0.6703 | 0.1519 | 140 | 0.5744 | 0.7325 | 0.4107 | 0.0206 | 0.0392 |
| 0.5978 | 0.1574 | 145 | 0.5730 | 0.7334 | 0.3934 | 0.0107 | 0.0209 |
| 0.5869 | 0.1628 | 150 | 0.5721 | 0.7336 | 0.4127 | 0.0116 | 0.0226 |
| 0.6086 | 0.1682 | 155 | 0.5725 | 0.7336 | 0.4382 | 0.0174 | 0.0336 |
| 0.6421 | 0.1736 | 160 | 0.5787 | 0.7308 | 0.4314 | 0.0492 | 0.0884 |
| 0.6386 | 0.1791 | 165 | 0.5776 | 0.7292 | 0.4259 | 0.0617 | 0.1079 |
| 0.7036 | 0.1845 | 170 | 0.5709 | 0.7306 | 0.4348 | 0.0537 | 0.0956 |
| 0.5139 | 0.1899 | 175 | 0.5675 | 0.7309 | 0.4267 | 0.0443 | 0.0803 |
| 0.5911 | 0.1953 | 180 | 0.5658 | 0.7321 | 0.4375 | 0.0376 | 0.0692 |
| 0.5792 | 0.2008 | 185 | 0.5663 | 0.7317 | 0.4462 | 0.0501 | 0.0901 |
| 0.5127 | 0.2062 | 190 | 0.5657 | 0.7318 | 0.4522 | 0.0550 | 0.0981 |
| 0.5224 | 0.2116 | 195 | 0.5669 | 0.7328 | 0.4664 | 0.0559 | 0.0999 |
| 0.6026 | 0.2170 | 200 | 0.5621 | 0.7359 | 0.5260 | 0.0362 | 0.0678 |
| 0.605 | 0.2225 | 205 | 0.5614 | 0.7367 | 0.5664 | 0.0286 | 0.0545 |
| 0.66 | 0.2279 | 210 | 0.5631 | 0.7335 | 0.4773 | 0.0564 | 0.1008 |
| 0.6215 | 0.2333 | 215 | 0.5653 | 0.7322 | 0.4681 | 0.0756 | 0.1302 |
| 0.5474 | 0.2387 | 220 | 0.5681 | 0.7322 | 0.4744 | 0.0953 | 0.1587 |
| 0.5773 | 0.2442 | 225 | 0.5654 | 0.7330 | 0.4825 | 0.0984 | 0.1635 |
| 0.5398 | 0.2496 | 230 | 0.5696 | 0.7308 | 0.4711 | 0.1275 | 0.2007 |
| 0.5985 | 0.2550 | 235 | 0.5659 | 0.7308 | 0.4684 | 0.1159 | 0.1858 |
| 0.5055 | 0.2604 | 240 | 0.5582 | 0.7344 | 0.4949 | 0.0877 | 0.1490 |
| 0.5527 | 0.2659 | 245 | 0.5544 | 0.7373 | 0.5365 | 0.0658 | 0.1172 |
| 0.566 | 0.2713 | 250 | 0.5544 | 0.7379 | 0.5510 | 0.0604 | 0.1089 |
| 0.4956 | 0.2767 | 255 | 0.5616 | 0.7373 | 0.5278 | 0.0850 | 0.1464 |
| 0.5447 | 0.2821 | 260 | 0.5653 | 0.7336 | 0.4891 | 0.1105 | 0.1803 |
| 0.6067 | 0.2876 | 265 | 0.5538 | 0.7376 | 0.5356 | 0.0774 | 0.1353 |
| 0.4665 | 0.2930 | 270 | 0.5530 | 0.7385 | 0.5765 | 0.0506 | 0.0930 |
| 0.5816 | 0.2984 | 275 | 0.5496 | 0.7407 | 0.5836 | 0.0765 | 0.1353 |
| 0.6179 | 0.3039 | 280 | 0.5518 | 0.7389 | 0.5379 | 0.1078 | 0.1796 |
| 0.5686 | 0.3093 | 285 | 0.5473 | 0.7402 | 0.5768 | 0.0756 | 0.1337 |
| 0.5387 | 0.3147 | 290 | 0.5513 | 0.7417 | 0.6887 | 0.0465 | 0.0872 |
| 0.4715 | 0.3201 | 295 | 0.5444 | 0.7455 | 0.6240 | 0.1002 | 0.1727 |
| 0.6593 | 0.3256 | 300 | 0.5505 | 0.7458 | 0.5868 | 0.1391 | 0.2250 |
| 0.5704 | 0.3310 | 305 | 0.5408 | 0.7475 | 0.6506 | 0.1025 | 0.1770 |
| 0.6698 | 0.3364 | 310 | 0.5380 | 0.7453 | 0.6549 | 0.0832 | 0.1477 |
| 0.5405 | 0.3418 | 315 | 0.5380 | 0.7484 | 0.6344 | 0.1204 | 0.2023 |
| 0.6369 | 0.3473 | 320 | 0.5373 | 0.7504 | 0.6202 | 0.1512 | 0.2432 |
| 0.6279 | 0.3527 | 325 | 0.5393 | 0.7510 | 0.5988 | 0.1843 | 0.2819 |
| 0.5781 | 0.3581 | 330 | 0.5343 | 0.7517 | 0.6511 | 0.1369 | 0.2262 |
| 0.7693 | 0.3635 | 335 | 0.5317 | 0.7547 | 0.6993 | 0.1311 | 0.2208 |
| 0.5138 | 0.3690 | 340 | 0.5335 | 0.7551 | 0.6345 | 0.1794 | 0.2797 |
| 0.5736 | 0.3744 | 345 | 0.5425 | 0.7490 | 0.5600 | 0.2483 | 0.3441 |
| 0.6249 | 0.3798 | 350 | 0.5425 | 0.7499 | 0.5589 | 0.2676 | 0.3619 |
| 0.6678 | 0.3852 | 355 | 0.5348 | 0.7547 | 0.6048 | 0.2157 | 0.3179 |
| 0.5652 | 0.3907 | 360 | 0.5298 | 0.7561 | 0.6525 | 0.1714 | 0.2714 |
| 0.5489 | 0.3961 | 365 | 0.5289 | 0.7554 | 0.6248 | 0.1937 | 0.2958 |
| 0.5557 | 0.4015 | 370 | 0.5274 | 0.7572 | 0.6331 | 0.2 | 0.3040 |
| 0.5696 | 0.4069 | 375 | 0.5254 | 0.7598 | 0.6411 | 0.2134 | 0.3202 |
| 0.5106 | 0.4124 | 380 | 0.5243 | 0.7591 | 0.6409 | 0.2076 | 0.3136 |
| 0.6313 | 0.4178 | 385 | 0.5234 | 0.7612 | 0.6642 | 0.2009 | 0.3085 |
| 0.6376 | 0.4232 | 390 | 0.5263 | 0.7574 | 0.5962 | 0.2635 | 0.3655 |
| 0.4679 | 0.4286 | 395 | 0.5300 | 0.7564 | 0.5845 | 0.2801 | 0.3787 |
| 0.4335 | 0.4341 | 400 | 0.5216 | 0.7619 | 0.6652 | 0.2054 | 0.3138 |
| 0.5813 | 0.4395 | 405 | 0.5229 | 0.7621 | 0.6850 | 0.1897 | 0.2971 |
| 0.6103 | 0.4449 | 410 | 0.5303 | 0.7519 | 0.5630 | 0.2859 | 0.3792 |
| 0.5488 | 0.4504 | 415 | 0.5399 | 0.7466 | 0.5370 | 0.3213 | 0.4020 |
| 0.5357 | 0.4558 | 420 | 0.5172 | 0.7627 | 0.6762 | 0.2009 | 0.3098 |
| 0.5744 | 0.4612 | 425 | 0.5160 | 0.7629 | 0.7489 | 0.1588 | 0.2621 |
| 0.5674 | 0.4666 | 430 | 0.5140 | 0.7655 | 0.7279 | 0.1843 | 0.2942 |
| 0.4955 | 0.4721 | 435 | 0.5179 | 0.7638 | 0.6521 | 0.2340 | 0.3444 |
| 0.6084 | 0.4775 | 440 | 0.5138 | 0.7654 | 0.6561 | 0.2416 | 0.3532 |
| 0.4945 | 0.4829 | 445 | 0.5154 | 0.7644 | 0.6210 | 0.2859 | 0.3915 |
| 0.577 | 0.4883 | 450 | 0.5144 | 0.7643 | 0.6097 | 0.3083 | 0.4095 |
| 0.6142 | 0.4938 | 455 | 0.5122 | 0.7667 | 0.6304 | 0.2899 | 0.3972 |
| 0.5128 | 0.4992 | 460 | 0.5069 | 0.7679 | 0.6868 | 0.2286 | 0.3431 |
| 0.465 | 0.5046 | 465 | 0.5046 | 0.7693 | 0.7042 | 0.2237 | 0.3396 |
| 0.5021 | 0.5100 | 470 | 0.5053 | 0.7681 | 0.6695 | 0.2474 | 0.3613 |
| 0.3761 | 0.5155 | 475 | 0.5041 | 0.7693 | 0.6908 | 0.2349 | 0.3506 |
| 0.6094 | 0.5209 | 480 | 0.5039 | 0.7699 | 0.7462 | 0.2 | 0.3155 |
| 0.4426 | 0.5263 | 485 | 0.5031 | 0.7701 | 0.7155 | 0.2206 | 0.3372 |
| 0.5076 | 0.5317 | 490 | 0.5025 | 0.7676 | 0.6429 | 0.2779 | 0.3880 |
| 0.4563 | 0.5372 | 495 | 0.5084 | 0.7618 | 0.5953 | 0.3172 | 0.4139 |
| 0.4412 | 0.5426 | 500 | 0.5009 | 0.7711 | 0.6767 | 0.2613 | 0.3770 |
| 0.5029 | 0.5480 | 505 | 0.5019 | 0.7694 | 0.6448 | 0.2899 | 0.4 |
| 0.4427 | 0.5534 | 510 | 0.5151 | 0.7595 | 0.5726 | 0.3651 | 0.4459 |
| 0.6357 | 0.5589 | 515 | 0.5075 | 0.7614 | 0.5881 | 0.3329 | 0.4251 |
| 0.5216 | 0.5643 | 520 | 0.5055 | 0.7652 | 0.6069 | 0.3239 | 0.4224 |
| 0.4494 | 0.5697 | 525 | 0.5046 | 0.7704 | 0.7221 | 0.2174 | 0.3343 |
| 0.4227 | 0.5751 | 530 | 0.5006 | 0.7712 | 0.6880 | 0.2506 | 0.3673 |
| 0.5916 | 0.5806 | 535 | 0.5206 | 0.7504 | 0.5433 | 0.3673 | 0.4383 |
| 0.4983 | 0.5860 | 540 | 0.5124 | 0.7586 | 0.5719 | 0.3557 | 0.4386 |
| 0.5794 | 0.5914 | 545 | 0.5025 | 0.7688 | 0.6897 | 0.2327 | 0.3479 |
| 0.7319 | 0.5969 | 550 | 0.4989 | 0.7659 | 0.6283 | 0.2859 | 0.3930 |
| 0.4717 | 0.6023 | 555 | 0.5048 | 0.7597 | 0.5743 | 0.3615 | 0.4437 |
| 0.5232 | 0.6077 | 560 | 0.4963 | 0.7671 | 0.6215 | 0.3101 | 0.4137 |
| 0.7354 | 0.6131 | 565 | 0.4977 | 0.7711 | 0.6835 | 0.2541 | 0.3705 |
| 0.5752 | 0.6186 | 570 | 0.4981 | 0.7663 | 0.6061 | 0.3387 | 0.4346 |
| 0.6172 | 0.6240 | 575 | 0.4993 | 0.7637 | 0.5903 | 0.3553 | 0.4436 |
| 0.5781 | 0.6294 | 580 | 0.4976 | 0.7633 | 0.5841 | 0.3714 | 0.4540 |
| 0.4338 | 0.6348 | 585 | 0.4931 | 0.7686 | 0.6199 | 0.3284 | 0.4294 |
| 0.405 | 0.6403 | 590 | 0.4968 | 0.7748 | 0.7176 | 0.2479 | 0.3685 |
| 0.563 | 0.6457 | 595 | 0.4934 | 0.7723 | 0.6528 | 0.3011 | 0.4121 |
| 0.4531 | 0.6511 | 600 | 0.5103 | 0.7635 | 0.5830 | 0.3785 | 0.4590 |
| 0.4971 | 0.6565 | 605 | 0.4953 | 0.7736 | 0.6698 | 0.2877 | 0.4025 |
| 0.6782 | 0.6620 | 610 | 0.4928 | 0.7749 | 0.7370 | 0.2345 | 0.3557 |
| 0.4925 | 0.6674 | 615 | 0.4928 | 0.7722 | 0.6784 | 0.2671 | 0.3833 |
| 0.6392 | 0.6728 | 620 | 0.4885 | 0.7716 | 0.6588 | 0.2868 | 0.3996 |
| 0.4689 | 0.6782 | 625 | 0.4860 | 0.7732 | 0.6746 | 0.2792 | 0.3949 |
| 0.4968 | 0.6837 | 630 | 0.4869 | 0.7697 | 0.6360 | 0.3065 | 0.4136 |
| 0.5046 | 0.6891 | 635 | 0.4859 | 0.7723 | 0.6537 | 0.2998 | 0.4110 |
| 0.5538 | 0.6945 | 640 | 0.4875 | 0.7724 | 0.6447 | 0.3150 | 0.4232 |
| 0.4675 | 0.6999 | 645 | 0.4857 | 0.7740 | 0.6551 | 0.3119 | 0.4226 |
| 0.4654 | 0.7054 | 650 | 0.4853 | 0.7756 | 0.7174 | 0.2532 | 0.3743 |
| 0.5262 | 0.7108 | 655 | 0.4873 | 0.7681 | 0.6104 | 0.3463 | 0.4419 |
| 0.4566 | 0.7162 | 660 | 0.4969 | 0.7584 | 0.5610 | 0.4076 | 0.4721 |
| 0.5038 | 0.7216 | 665 | 0.4823 | 0.7761 | 0.6828 | 0.2899 | 0.4070 |
| 0.5881 | 0.7271 | 670 | 0.4838 | 0.7768 | 0.6904 | 0.2864 | 0.4048 |
| 0.5963 | 0.7325 | 675 | 0.4846 | 0.7745 | 0.6532 | 0.3186 | 0.4283 |
| 0.6296 | 0.7379 | 680 | 0.4844 | 0.7752 | 0.6537 | 0.3235 | 0.4328 |
| 0.4304 | 0.7434 | 685 | 0.4849 | 0.7810 | 0.7440 | 0.2653 | 0.3912 |
| 0.426 | 0.7488 | 690 | 0.4835 | 0.7797 | 0.7086 | 0.2872 | 0.4088 |
| 0.6854 | 0.7542 | 695 | 0.4858 | 0.7758 | 0.6570 | 0.3230 | 0.4331 |
| 0.4642 | 0.7596 | 700 | 0.4828 | 0.7786 | 0.6720 | 0.3217 | 0.4351 |
| 0.4785 | 0.7651 | 705 | 0.4799 | 0.7778 | 0.6750 | 0.3123 | 0.4270 |
| 0.5718 | 0.7705 | 710 | 0.4796 | 0.7765 | 0.6571 | 0.3284 | 0.4379 |
| 0.4136 | 0.7759 | 715 | 0.4801 | 0.7757 | 0.6610 | 0.3159 | 0.4275 |
| 0.4833 | 0.7813 | 720 | 0.4851 | 0.7718 | 0.6239 | 0.3503 | 0.4487 |
| 0.4986 | 0.7868 | 725 | 0.5012 | 0.7624 | 0.5729 | 0.4081 | 0.4766 |
| 0.4768 | 0.7922 | 730 | 0.4935 | 0.7716 | 0.6186 | 0.3606 | 0.4556 |
| 0.4468 | 0.7976 | 735 | 0.4880 | 0.7749 | 0.7785 | 0.2107 | 0.3317 |
| 0.6234 | 0.8030 | 740 | 0.4887 | 0.7750 | 0.7894 | 0.2063 | 0.3271 |
| 0.509 | 0.8085 | 745 | 0.4901 | 0.7716 | 0.6235 | 0.3490 | 0.4475 |
| 0.5037 | 0.8139 | 750 | 0.5225 | 0.7470 | 0.5244 | 0.4908 | 0.5070 |
| 0.5635 | 0.8193 | 755 | 0.4976 | 0.7641 | 0.5753 | 0.4206 | 0.4859 |
| 0.4618 | 0.8247 | 760 | 0.4773 | 0.7835 | 0.7253 | 0.2953 | 0.4197 |
| 0.557 | 0.8302 | 765 | 0.4790 | 0.7832 | 0.7822 | 0.2523 | 0.3816 |
| 0.55 | 0.8356 | 770 | 0.4788 | 0.7821 | 0.7192 | 0.2922 | 0.4155 |
| 0.4587 | 0.8410 | 775 | 0.4845 | 0.7708 | 0.6091 | 0.3785 | 0.4669 |
| 0.5118 | 0.8464 | 780 | 0.4801 | 0.7744 | 0.6243 | 0.3740 | 0.4678 |
| 0.4716 | 0.8519 | 785 | 0.4808 | 0.7726 | 0.6144 | 0.3821 | 0.4712 |
| 0.5481 | 0.8573 | 790 | 0.4849 | 0.7644 | 0.5787 | 0.4094 | 0.4796 |
| 0.5619 | 0.8627 | 795 | 0.4804 | 0.7708 | 0.6086 | 0.3799 | 0.4678 |
| 0.5896 | 0.8681 | 800 | 0.4780 | 0.7762 | 0.6436 | 0.3490 | 0.4526 |
| 0.4955 | 0.8736 | 805 | 0.4870 | 0.7694 | 0.5978 | 0.3978 | 0.4777 |
| 0.5305 | 0.8790 | 810 | 0.4838 | 0.7719 | 0.6121 | 0.3812 | 0.4698 |
| 0.4659 | 0.8844 | 815 | 0.4762 | 0.7808 | 0.6770 | 0.3311 | 0.4447 |
| 0.5003 | 0.8899 | 820 | 0.4778 | 0.7797 | 0.6567 | 0.3544 | 0.4603 |
| 0.527 | 0.8953 | 825 | 0.4766 | 0.7822 | 0.7752 | 0.2515 | 0.3797 |
| 0.4833 | 0.9007 | 830 | 0.4757 | 0.7824 | 0.7646 | 0.2586 | 0.3865 |
| 0.3969 | 0.9061 | 835 | 0.4739 | 0.7826 | 0.7094 | 0.3047 | 0.4263 |
| 0.4587 | 0.9116 | 840 | 0.4738 | 0.7829 | 0.7199 | 0.2966 | 0.4202 |
| 0.4181 | 0.9170 | 845 | 0.4743 | 0.7807 | 0.7019 | 0.3002 | 0.4206 |
| 0.4802 | 0.9224 | 850 | 0.4797 | 0.7736 | 0.6349 | 0.3432 | 0.4455 |
| 0.4451 | 0.9278 | 855 | 0.4773 | 0.7777 | 0.6574 | 0.3374 | 0.4459 |
| 0.4468 | 0.9333 | 860 | 0.4758 | 0.7783 | 0.6664 | 0.3280 | 0.4396 |
| 0.4387 | 0.9387 | 865 | 0.4762 | 0.7786 | 0.7175 | 0.2716 | 0.3940 |
| 0.4369 | 0.9441 | 870 | 0.4723 | 0.7781 | 0.6695 | 0.3217 | 0.4346 |
| 0.4826 | 0.9495 | 875 | 0.4768 | 0.7706 | 0.6061 | 0.3848 | 0.4707 |
| 0.545 | 0.9550 | 880 | 0.4735 | 0.7755 | 0.6299 | 0.3709 | 0.4669 |
| 0.5462 | 0.9604 | 885 | 0.4804 | 0.7698 | 0.5957 | 0.4094 | 0.4853 |
| 0.5456 | 0.9658 | 890 | 0.4861 | 0.7660 | 0.5807 | 0.4219 | 0.4887 |
| 0.5797 | 0.9712 | 895 | 0.4827 | 0.7676 | 0.5869 | 0.4170 | 0.4876 |
| 0.4881 | 0.9767 | 900 | 0.4730 | 0.7778 | 0.6628 | 0.3298 | 0.4404 |
| 0.5739 | 0.9821 | 905 | 0.4744 | 0.7821 | 0.7772 | 0.2497 | 0.3779 |
| 0.5551 | 0.9875 | 910 | 0.4738 | 0.7813 | 0.7137 | 0.2922 | 0.4146 |
| 0.3974 | 0.9929 | 915 | 0.4782 | 0.7750 | 0.6404 | 0.3450 | 0.4484 |
| 0.4537 | 0.9984 | 920 | 0.4724 | 0.7800 | 0.6820 | 0.3186 | 0.4343 |
| 0.5169 | 1.0038 | 925 | 0.4728 | 0.7803 | 0.6826 | 0.3204 | 0.4361 |
| 0.501 | 1.0092 | 930 | 0.4760 | 0.7752 | 0.6378 | 0.3521 | 0.4537 |
| 0.5022 | 1.0147 | 935 | 0.4770 | 0.7742 | 0.6255 | 0.3691 | 0.4643 |
| 0.4872 | 1.0201 | 940 | 0.4774 | 0.7738 | 0.6228 | 0.3723 | 0.4660 |
| 0.4887 | 1.0255 | 945 | 0.4716 | 0.7794 | 0.6697 | 0.3311 | 0.4431 |
| 0.7189 | 1.0309 | 950 | 0.4695 | 0.7829 | 0.7346 | 0.2837 | 0.4093 |
| 0.5526 | 1.0364 | 955 | 0.4738 | 0.7771 | 0.6498 | 0.3454 | 0.4511 |
| 0.5607 | 1.0418 | 960 | 0.4783 | 0.7736 | 0.6254 | 0.3638 | 0.4600 |
| 0.4735 | 1.0472 | 965 | 0.4890 | 0.7656 | 0.5812 | 0.4148 | 0.4841 |
| 0.4889 | 1.0526 | 970 | 0.4883 | 0.7663 | 0.5817 | 0.4219 | 0.4891 |
| 0.5013 | 1.0581 | 975 | 0.4712 | 0.7767 | 0.6621 | 0.3217 | 0.4330 |
| 0.5881 | 1.0635 | 980 | 0.4696 | 0.7782 | 0.6760 | 0.3136 | 0.4285 |
| 0.5009 | 1.0689 | 985 | 0.4707 | 0.7769 | 0.6536 | 0.3369 | 0.4446 |
| 0.5022 | 1.0743 | 990 | 0.4730 | 0.7764 | 0.6476 | 0.3436 | 0.4490 |
| 0.5214 | 1.0798 | 995 | 0.4717 | 0.7776 | 0.6528 | 0.3441 | 0.4506 |
| 0.4922 | 1.0852 | 1000 | 0.4668 | 0.7826 | 0.7295 | 0.2859 | 0.4108 |
| 0.4946 | 1.0906 | 1005 | 0.4671 | 0.7819 | 0.7050 | 0.3047 | 0.4255 |
| 0.4006 | 1.0960 | 1010 | 0.4723 | 0.7746 | 0.6175 | 0.3937 | 0.4809 |
| 0.471 | 1.1015 | 1015 | 0.4879 | 0.7582 | 0.5498 | 0.4841 | 0.5149 |
| 0.4273 | 1.1069 | 1020 | 0.4704 | 0.7754 | 0.6159 | 0.4054 | 0.4889 |
| 0.4815 | 1.1123 | 1025 | 0.4720 | 0.7818 | 0.7400 | 0.2725 | 0.3983 |
| 0.4919 | 1.1177 | 1030 | 0.4684 | 0.7819 | 0.7084 | 0.3011 | 0.4226 |
| 0.4011 | 1.1232 | 1035 | 0.4710 | 0.7774 | 0.6330 | 0.3812 | 0.4758 |
| 0.4243 | 1.1286 | 1040 | 0.4727 | 0.7778 | 0.6363 | 0.3781 | 0.4743 |
| 0.4581 | 1.1340 | 1045 | 0.4685 | 0.7797 | 0.6655 | 0.3400 | 0.4501 |
| 0.445 | 1.1394 | 1050 | 0.4648 | 0.7847 | 0.7530 | 0.2796 | 0.4078 |
| 0.496 | 1.1449 | 1055 | 0.4655 | 0.7837 | 0.7729 | 0.2604 | 0.3896 |
| 0.4797 | 1.1503 | 1060 | 0.4686 | 0.7806 | 0.6768 | 0.3298 | 0.4434 |
| 0.4825 | 1.1557 | 1065 | 0.4855 | 0.7680 | 0.5899 | 0.4094 | 0.4834 |
| 0.4453 | 1.1612 | 1070 | 0.4709 | 0.7782 | 0.6468 | 0.3597 | 0.4623 |
| 0.6114 | 1.1666 | 1075 | 0.4660 | 0.7838 | 0.7150 | 0.3065 | 0.4291 |
| 0.4965 | 1.1720 | 1080 | 0.4654 | 0.7852 | 0.7482 | 0.2859 | 0.4137 |
| 0.4957 | 1.1774 | 1085 | 0.4679 | 0.7815 | 0.6631 | 0.3575 | 0.4645 |
| 0.5131 | 1.1829 | 1090 | 0.4799 | 0.7673 | 0.5798 | 0.4438 | 0.5028 |
| 0.459 | 1.1883 | 1095 | 0.4781 | 0.7681 | 0.5809 | 0.4497 | 0.5069 |
| 0.414 | 1.1937 | 1100 | 0.4680 | 0.7783 | 0.6360 | 0.3830 | 0.4781 |
| 0.4745 | 1.1991 | 1105 | 0.4653 | 0.7828 | 0.7117 | 0.3038 | 0.4258 |
| 0.4272 | 1.2046 | 1110 | 0.4657 | 0.7846 | 0.7325 | 0.2953 | 0.4209 |
| 0.5231 | 1.2100 | 1115 | 0.4672 | 0.7837 | 0.7021 | 0.3195 | 0.4391 |
| 0.4883 | 1.2154 | 1120 | 0.4720 | 0.7786 | 0.6506 | 0.3557 | 0.4599 |
| 0.4738 | 1.2208 | 1125 | 0.4705 | 0.7788 | 0.6516 | 0.3557 | 0.4602 |
| 0.5561 | 1.2263 | 1130 | 0.4656 | 0.7822 | 0.6721 | 0.3485 | 0.4590 |
| 0.5488 | 1.2317 | 1135 | 0.4657 | 0.7806 | 0.6587 | 0.3575 | 0.4635 |
| 0.4728 | 1.2371 | 1140 | 0.4702 | 0.7755 | 0.6246 | 0.3834 | 0.4752 |
| 0.4644 | 1.2425 | 1145 | 0.4666 | 0.7802 | 0.6705 | 0.3360 | 0.4477 |
| 0.4159 | 1.2480 | 1150 | 0.4658 | 0.7838 | 0.7336 | 0.2895 | 0.4151 |
| 0.5057 | 1.2534 | 1155 | 0.4640 | 0.7840 | 0.7138 | 0.3092 | 0.4315 |
| 0.5188 | 1.2588 | 1160 | 0.4701 | 0.7791 | 0.6470 | 0.3673 | 0.4686 |
| 0.561 | 1.2642 | 1165 | 0.4762 | 0.7743 | 0.6086 | 0.4161 | 0.4943 |
| 0.4715 | 1.2697 | 1170 | 0.4809 | 0.7714 | 0.5879 | 0.4609 | 0.5167 |
| 0.432 | 1.2751 | 1175 | 0.4706 | 0.7774 | 0.6155 | 0.4268 | 0.5041 |
| 0.4911 | 1.2805 | 1180 | 0.4625 | 0.7867 | 0.6866 | 0.3597 | 0.4721 |
| 0.5408 | 1.2859 | 1185 | 0.4623 | 0.7859 | 0.6913 | 0.3477 | 0.4626 |
| 0.3171 | 1.2914 | 1190 | 0.4632 | 0.7832 | 0.6527 | 0.3893 | 0.4877 |
| 0.4122 | 1.2968 | 1195 | 0.4626 | 0.7840 | 0.6583 | 0.3852 | 0.4860 |
| 0.5293 | 1.3022 | 1200 | 0.4605 | 0.7854 | 0.6827 | 0.3562 | 0.4681 |
| 0.4583 | 1.3077 | 1205 | 0.4653 | 0.7789 | 0.6226 | 0.4215 | 0.5027 |
| 0.4013 | 1.3131 | 1210 | 0.4689 | 0.7749 | 0.5999 | 0.4528 | 0.5161 |
| 0.5588 | 1.3185 | 1215 | 0.4661 | 0.7801 | 0.6241 | 0.4286 | 0.5082 |
| 0.5086 | 1.3239 | 1220 | 0.4614 | 0.7854 | 0.6699 | 0.3758 | 0.4815 |
| 0.404 | 1.3294 | 1225 | 0.4614 | 0.7846 | 0.6667 | 0.3749 | 0.4800 |
| 0.5662 | 1.3348 | 1230 | 0.4645 | 0.7818 | 0.6341 | 0.4179 | 0.5038 |
| 0.4344 | 1.3402 | 1235 | 0.4666 | 0.7781 | 0.6155 | 0.4340 | 0.5091 |
| 0.4496 | 1.3456 | 1240 | 0.4616 | 0.7837 | 0.6526 | 0.3933 | 0.4908 |
| 0.4512 | 1.3511 | 1245 | 0.4620 | 0.7841 | 0.6564 | 0.3897 | 0.4891 |
| 0.4258 | 1.3565 | 1250 | 0.4625 | 0.7828 | 0.6517 | 0.3884 | 0.4867 |
| 0.4792 | 1.3619 | 1255 | 0.4600 | 0.7854 | 0.6898 | 0.3463 | 0.4611 |
| 0.4307 | 1.3673 | 1260 | 0.4601 | 0.7859 | 0.6962 | 0.3414 | 0.4581 |
| 0.5315 | 1.3728 | 1265 | 0.4591 | 0.7876 | 0.7106 | 0.3351 | 0.4555 |
| 0.5734 | 1.3782 | 1270 | 0.4588 | 0.7879 | 0.7155 | 0.3320 | 0.4535 |
| 0.4071 | 1.3836 | 1275 | 0.4601 | 0.7876 | 0.7056 | 0.3409 | 0.4597 |
| 0.503 | 1.3890 | 1280 | 0.4617 | 0.7861 | 0.6765 | 0.3705 | 0.4788 |
| 0.4997 | 1.3945 | 1285 | 0.4654 | 0.7820 | 0.6387 | 0.4089 | 0.4986 |
| 0.453 | 1.3999 | 1290 | 0.4753 | 0.7706 | 0.5849 | 0.4640 | 0.5175 |
| 0.4052 | 1.4053 | 1295 | 0.4738 | 0.7723 | 0.5918 | 0.4541 | 0.5139 |
| 0.3826 | 1.4107 | 1300 | 0.4645 | 0.7812 | 0.6360 | 0.4081 | 0.4971 |
| 0.432 | 1.4162 | 1305 | 0.4590 | 0.7893 | 0.6927 | 0.3691 | 0.4816 |
| 0.5126 | 1.4216 | 1310 | 0.4578 | 0.7898 | 0.7076 | 0.3530 | 0.4710 |
| 0.5268 | 1.4270 | 1315 | 0.4601 | 0.7866 | 0.6685 | 0.3870 | 0.4902 |
| 0.3992 | 1.4324 | 1320 | 0.4614 | 0.7852 | 0.6547 | 0.4013 | 0.4976 |
| 0.5153 | 1.4379 | 1325 | 0.4578 | 0.7872 | 0.6899 | 0.3584 | 0.4717 |
| 0.5084 | 1.4433 | 1330 | 0.4571 | 0.7869 | 0.7272 | 0.3136 | 0.4383 |
| 0.5292 | 1.4487 | 1335 | 0.4570 | 0.7866 | 0.7198 | 0.3195 | 0.4425 |
| 0.5776 | 1.4542 | 1340 | 0.4630 | 0.7850 | 0.6675 | 0.3763 | 0.4813 |
| 0.4558 | 1.4596 | 1345 | 0.4689 | 0.7808 | 0.6367 | 0.4031 | 0.4937 |
| 0.4301 | 1.4650 | 1350 | 0.4697 | 0.7786 | 0.6233 | 0.4161 | 0.4991 |
| 0.5145 | 1.4704 | 1355 | 0.4675 | 0.7805 | 0.6330 | 0.4089 | 0.4969 |
| 0.4087 | 1.4759 | 1360 | 0.4634 | 0.7850 | 0.6616 | 0.3866 | 0.4880 |
| 0.5818 | 1.4813 | 1365 | 0.4625 | 0.7853 | 0.6604 | 0.3915 | 0.4916 |
| 0.4387 | 1.4867 | 1370 | 0.4632 | 0.7850 | 0.6551 | 0.3987 | 0.4957 |
| 0.5374 | 1.4921 | 1375 | 0.4628 | 0.7857 | 0.6609 | 0.3933 | 0.4931 |
| 0.5327 | 1.4976 | 1380 | 0.4646 | 0.7842 | 0.6505 | 0.4022 | 0.4971 |
| 0.4564 | 1.5030 | 1385 | 0.4629 | 0.7850 | 0.6594 | 0.3906 | 0.4906 |
| 0.4669 | 1.5084 | 1390 | 0.4581 | 0.7883 | 0.7016 | 0.3503 | 0.4673 |
| 0.4227 | 1.5138 | 1395 | 0.4573 | 0.7895 | 0.7386 | 0.3186 | 0.4451 |
| 0.5092 | 1.5193 | 1400 | 0.4569 | 0.7889 | 0.7362 | 0.3172 | 0.4434 |
| 0.4983 | 1.5247 | 1405 | 0.4574 | 0.7884 | 0.7106 | 0.3405 | 0.4604 |
| 0.415 | 1.5301 | 1410 | 0.4582 | 0.7882 | 0.7013 | 0.3499 | 0.4669 |
| 0.4053 | 1.5355 | 1415 | 0.4574 | 0.7891 | 0.7110 | 0.3445 | 0.4641 |
| 0.4361 | 1.5410 | 1420 | 0.4568 | 0.7898 | 0.7303 | 0.3284 | 0.4531 |
| 0.4592 | 1.5464 | 1425 | 0.4562 | 0.7891 | 0.7278 | 0.3266 | 0.4509 |
| 0.5448 | 1.5518 | 1430 | 0.4570 | 0.7895 | 0.7142 | 0.3432 | 0.4636 |
| 0.4261 | 1.5572 | 1435 | 0.4574 | 0.7888 | 0.7106 | 0.3427 | 0.4624 |
| 0.4477 | 1.5627 | 1440 | 0.4575 | 0.7890 | 0.7107 | 0.3441 | 0.4637 |
| 0.5436 | 1.5681 | 1445 | 0.4573 | 0.7893 | 0.7155 | 0.3409 | 0.4618 |
| 0.4306 | 1.5735 | 1450 | 0.4573 | 0.7891 | 0.7110 | 0.3445 | 0.4641 |
| 0.4283 | 1.5789 | 1455 | 0.4586 | 0.7899 | 0.7028 | 0.3597 | 0.4759 |
| 0.472 | 1.5844 | 1460 | 0.4607 | 0.7873 | 0.6740 | 0.3830 | 0.4884 |
| 0.3639 | 1.5898 | 1465 | 0.4600 | 0.7882 | 0.6783 | 0.3821 | 0.4888 |
| 0.3948 | 1.5952 | 1470 | 0.4583 | 0.7882 | 0.6857 | 0.3709 | 0.4814 |
| 0.5209 | 1.6007 | 1475 | 0.4578 | 0.7886 | 0.6918 | 0.3655 | 0.4783 |
| 0.444 | 1.6061 | 1480 | 0.4578 | 0.7893 | 0.6947 | 0.3664 | 0.4798 |
| 0.4128 | 1.6115 | 1485 | 0.4573 | 0.7888 | 0.6960 | 0.3606 | 0.4751 |
| 0.4807 | 1.6169 | 1490 | 0.4569 | 0.7889 | 0.7059 | 0.3490 | 0.4671 |
| 0.4298 | 1.6224 | 1495 | 0.4567 | 0.7891 | 0.7079 | 0.3481 | 0.4667 |
| 0.5 | 1.6278 | 1500 | 0.4560 | 0.7895 | 0.7099 | 0.3481 | 0.4671 |
| 0.3869 | 1.6332 | 1505 | 0.4562 | 0.7888 | 0.7060 | 0.3481 | 0.4663 |
| 0.4452 | 1.6386 | 1510 | 0.4563 | 0.7890 | 0.7184 | 0.3356 | 0.4575 |
| 0.5222 | 1.6441 | 1515 | 0.4558 | 0.7896 | 0.7258 | 0.3315 | 0.4552 |
| 0.4767 | 1.6495 | 1520 | 0.4560 | 0.7882 | 0.7243 | 0.3244 | 0.4481 |
| 0.5223 | 1.6549 | 1525 | 0.4559 | 0.7884 | 0.7230 | 0.3271 | 0.4504 |
| 0.5075 | 1.6603 | 1530 | 0.4556 | 0.7882 | 0.7177 | 0.3311 | 0.4532 |
| 0.4564 | 1.6658 | 1535 | 0.4558 | 0.7889 | 0.7185 | 0.3347 | 0.4567 |
| 0.4615 | 1.6712 | 1540 | 0.4554 | 0.7886 | 0.7167 | 0.3351 | 0.4567 |
| 0.4659 | 1.6766 | 1545 | 0.4556 | 0.7879 | 0.7118 | 0.3360 | 0.4565 |
| 0.5568 | 1.6820 | 1550 | 0.4554 | 0.7884 | 0.7170 | 0.3333 | 0.4551 |
| 0.3962 | 1.6875 | 1555 | 0.4552 | 0.7882 | 0.7169 | 0.3320 | 0.4538 |
| 0.4666 | 1.6929 | 1560 | 0.4552 | 0.7877 | 0.7171 | 0.3289 | 0.4509 |
| 0.496 | 1.6983 | 1565 | 0.4552 | 0.7889 | 0.7185 | 0.3347 | 0.4567 |
| 0.5433 | 1.7037 | 1570 | 0.4549 | 0.7888 | 0.7208 | 0.3315 | 0.4542 |
| 0.4571 | 1.7092 | 1575 | 0.4550 | 0.7885 | 0.7233 | 0.3275 | 0.4509 |
| 0.4439 | 1.7146 | 1580 | 0.4548 | 0.7889 | 0.7343 | 0.3190 | 0.4448 |
| 0.4559 | 1.7200 | 1585 | 0.4545 | 0.7895 | 0.7421 | 0.3154 | 0.4427 |
| 0.4633 | 1.7254 | 1590 | 0.4550 | 0.7888 | 0.7395 | 0.3136 | 0.4405 |
| 0.5376 | 1.7309 | 1595 | 0.4550 | 0.7889 | 0.7324 | 0.3208 | 0.4462 |
| 0.4961 | 1.7363 | 1600 | 0.4553 | 0.7885 | 0.7169 | 0.3342 | 0.4559 |
| 0.4855 | 1.7417 | 1605 | 0.4559 | 0.7890 | 0.7084 | 0.3468 | 0.4656 |
| 0.4406 | 1.7472 | 1610 | 0.4566 | 0.7889 | 0.6994 | 0.3570 | 0.4727 |
| 0.509 | 1.7526 | 1615 | 0.4569 | 0.7879 | 0.6952 | 0.3562 | 0.4710 |
| 0.3787 | 1.7580 | 1620 | 0.4572 | 0.7884 | 0.6963 | 0.3579 | 0.4728 |
| 0.4324 | 1.7634 | 1625 | 0.4561 | 0.7876 | 0.6972 | 0.3512 | 0.4671 |
| 0.5501 | 1.7689 | 1630 | 0.4563 | 0.7882 | 0.7010 | 0.3503 | 0.4672 |
| 0.4358 | 1.7743 | 1635 | 0.4558 | 0.7889 | 0.7089 | 0.3454 | 0.4645 |
| 0.5515 | 1.7797 | 1640 | 0.4556 | 0.7879 | 0.7060 | 0.3427 | 0.4614 |
| 0.4532 | 1.7851 | 1645 | 0.4556 | 0.7877 | 0.7058 | 0.3414 | 0.4602 |
| 0.4381 | 1.7906 | 1650 | 0.4554 | 0.7883 | 0.7049 | 0.3463 | 0.4644 |
| 0.4129 | 1.7960 | 1655 | 0.4554 | 0.7883 | 0.7053 | 0.3459 | 0.4641 |
| 0.434 | 1.8014 | 1660 | 0.4549 | 0.7886 | 0.7068 | 0.3463 | 0.4649 |
| 0.4347 | 1.8068 | 1665 | 0.4553 | 0.7888 | 0.7067 | 0.3472 | 0.4656 |
| 0.5182 | 1.8123 | 1670 | 0.4555 | 0.7885 | 0.7040 | 0.3490 | 0.4666 |
| 0.5414 | 1.8177 | 1675 | 0.4556 | 0.7886 | 0.7010 | 0.3535 | 0.4700 |
| 0.5232 | 1.8231 | 1680 | 0.4559 | 0.7889 | 0.7022 | 0.3535 | 0.4702 |
| 0.4845 | 1.8285 | 1685 | 0.4563 | 0.7882 | 0.6937 | 0.3597 | 0.4738 |
| 0.525 | 1.8340 | 1690 | 0.4563 | 0.7873 | 0.6889 | 0.3606 | 0.4734 |
| 0.4395 | 1.8394 | 1695 | 0.4567 | 0.7884 | 0.6922 | 0.3633 | 0.4765 |
| 0.567 | 1.8448 | 1700 | 0.4570 | 0.7883 | 0.6872 | 0.3696 | 0.4807 |
| 0.5039 | 1.8502 | 1705 | 0.4573 | 0.7884 | 0.6856 | 0.3727 | 0.4829 |
| 0.4758 | 1.8557 | 1710 | 0.4575 | 0.7882 | 0.6818 | 0.3767 | 0.4853 |
| 0.4654 | 1.8611 | 1715 | 0.4580 | 0.7886 | 0.6828 | 0.3785 | 0.4870 |
| 0.4603 | 1.8665 | 1720 | 0.4578 | 0.7880 | 0.6824 | 0.3749 | 0.4840 |
| 0.4068 | 1.8719 | 1725 | 0.4578 | 0.7872 | 0.6774 | 0.3767 | 0.4842 |
| 0.5461 | 1.8774 | 1730 | 0.4581 | 0.7877 | 0.6787 | 0.3781 | 0.4856 |
| 0.6282 | 1.8828 | 1735 | 0.4576 | 0.7879 | 0.6810 | 0.3763 | 0.4847 |
| 0.5704 | 1.8882 | 1740 | 0.4575 | 0.7875 | 0.6799 | 0.3745 | 0.4830 |
| 0.5337 | 1.8937 | 1745 | 0.4576 | 0.7873 | 0.6811 | 0.3718 | 0.4810 |
| 0.413 | 1.8991 | 1750 | 0.4572 | 0.7876 | 0.6829 | 0.3709 | 0.4807 |
| 0.466 | 1.9045 | 1755 | 0.4569 | 0.7878 | 0.6855 | 0.3687 | 0.4795 |
| 0.4467 | 1.9099 | 1760 | 0.4564 | 0.7883 | 0.6897 | 0.3660 | 0.4782 |
| 0.4427 | 1.9154 | 1765 | 0.4565 | 0.7882 | 0.6898 | 0.3651 | 0.4775 |
| 0.4436 | 1.9208 | 1770 | 0.4561 | 0.7884 | 0.6922 | 0.3633 | 0.4765 |
| 0.5262 | 1.9262 | 1775 | 0.4565 | 0.7882 | 0.6907 | 0.3638 | 0.4766 |
| 0.409 | 1.9316 | 1780 | 0.4563 | 0.7883 | 0.6920 | 0.3629 | 0.4761 |
| 0.5116 | 1.9371 | 1785 | 0.4563 | 0.7885 | 0.6932 | 0.3629 | 0.4764 |
| 0.4718 | 1.9425 | 1790 | 0.4561 | 0.7882 | 0.6920 | 0.3620 | 0.4753 |
| 0.4289 | 1.9479 | 1795 | 0.4563 | 0.7882 | 0.6924 | 0.3615 | 0.4750 |
| 0.4745 | 1.9533 | 1800 | 0.4562 | 0.7884 | 0.6939 | 0.3611 | 0.4750 |
| 0.4312 | 1.9588 | 1805 | 0.4561 | 0.7888 | 0.6940 | 0.3633 | 0.4769 |
| 0.47 | 1.9642 | 1810 | 0.4563 | 0.7886 | 0.6944 | 0.3620 | 0.4759 |
| 0.5307 | 1.9696 | 1815 | 0.4560 | 0.7879 | 0.6925 | 0.3597 | 0.4735 |
| 0.5403 | 1.9750 | 1820 | 0.4560 | 0.7895 | 0.6976 | 0.3633 | 0.4778 |
| 0.4265 | 1.9805 | 1825 | 0.4563 | 0.7879 | 0.6922 | 0.3602 | 0.4738 |
| 0.5254 | 1.9859 | 1830 | 0.4559 | 0.7888 | 0.6947 | 0.3624 | 0.4763 |
| 0.4676 | 1.9913 | 1835 | 0.4560 | 0.7880 | 0.6924 | 0.3606 | 0.4743 |
| 0.4489 | 1.9967 | 1840 | 0.4561 | 0.7885 | 0.6945 | 0.3611 | 0.4751 |
### Framework versions
- PEFT 0.12.0
- Transformers 4.46.0
- Pytorch 2.4.0+cu118
- Datasets 3.0.0
- Tokenizers 0.20.1 |