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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
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
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: 0.5147
- Accuracy: 0.7633
- Precision: 0.6122
- Recall: 0.2917
- F1: 0.3952
## 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: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- total_eval_batch_size: 16
- 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 | Accuracy | Precision | Recall | F1 |
|:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
| 7.75 | 0.0027 | 5 | 5.3957 | 0.4137 | 0.2646 | 0.6810 | 0.3811 |
| 6.8129 | 0.0054 | 10 | 5.3507 | 0.4156 | 0.2644 | 0.6756 | 0.3800 |
| 5.0367 | 0.0081 | 15 | 5.2521 | 0.4196 | 0.2649 | 0.6698 | 0.3796 |
| 6.6579 | 0.0108 | 20 | 5.1170 | 0.4243 | 0.2645 | 0.6582 | 0.3774 |
| 6.4975 | 0.0136 | 25 | 4.9376 | 0.4326 | 0.2657 | 0.6465 | 0.3766 |
| 4.6778 | 0.0163 | 30 | 4.6965 | 0.4417 | 0.2660 | 0.6286 | 0.3738 |
| 3.8759 | 0.0190 | 35 | 4.4129 | 0.4533 | 0.2659 | 0.6031 | 0.3691 |
| 5.709 | 0.0217 | 40 | 4.0931 | 0.4687 | 0.2671 | 0.5758 | 0.3650 |
| 4.8813 | 0.0244 | 45 | 3.7454 | 0.4899 | 0.2677 | 0.5324 | 0.3562 |
| 4.8337 | 0.0271 | 50 | 3.4162 | 0.5163 | 0.2685 | 0.4783 | 0.3440 |
| 4.5265 | 0.0298 | 55 | 3.1400 | 0.5492 | 0.2729 | 0.4210 | 0.3312 |
| 2.8864 | 0.0325 | 60 | 2.9545 | 0.5766 | 0.2774 | 0.3723 | 0.3179 |
| 3.8508 | 0.0352 | 65 | 2.8438 | 0.6029 | 0.2844 | 0.3284 | 0.3048 |
| 4.345 | 0.0380 | 70 | 2.7800 | 0.6131 | 0.2867 | 0.3087 | 0.2973 |
| 2.9226 | 0.0407 | 75 | 2.7159 | 0.6159 | 0.2915 | 0.3136 | 0.3022 |
| 2.8788 | 0.0434 | 80 | 2.6496 | 0.6131 | 0.2907 | 0.3190 | 0.3042 |
| 3.7029 | 0.0461 | 85 | 2.6247 | 0.5910 | 0.2859 | 0.3624 | 0.3197 |
| 2.7038 | 0.0488 | 90 | 2.6103 | 0.5796 | 0.2846 | 0.3870 | 0.3280 |
| 3.2932 | 0.0515 | 95 | 2.6115 | 0.5673 | 0.2823 | 0.4098 | 0.3343 |
| 2.9678 | 0.0542 | 100 | 2.5788 | 0.5639 | 0.2814 | 0.4152 | 0.3354 |
| 2.4567 | 0.0569 | 105 | 2.4612 | 0.5872 | 0.2902 | 0.3852 | 0.3310 |
| 3.4606 | 0.0596 | 110 | 2.3713 | 0.6164 | 0.3031 | 0.3441 | 0.3223 |
| 2.752 | 0.0623 | 115 | 2.3224 | 0.6225 | 0.3079 | 0.3400 | 0.3232 |
| 2.8411 | 0.0651 | 120 | 2.2903 | 0.6127 | 0.3052 | 0.3611 | 0.3308 |
| 3.9967 | 0.0678 | 125 | 2.3376 | 0.5704 | 0.2880 | 0.4215 | 0.3422 |
| 3.7136 | 0.0705 | 130 | 2.4109 | 0.5419 | 0.2817 | 0.4698 | 0.3522 |
| 2.5731 | 0.0732 | 135 | 2.4106 | 0.5343 | 0.2829 | 0.4931 | 0.3595 |
| 2.6354 | 0.0759 | 140 | 2.1595 | 0.5901 | 0.2976 | 0.4018 | 0.3420 |
| 2.8646 | 0.0786 | 145 | 2.0589 | 0.6330 | 0.3115 | 0.3177 | 0.3146 |
| 2.4501 | 0.0813 | 150 | 1.9668 | 0.6111 | 0.3070 | 0.3714 | 0.3361 |
| 2.3214 | 0.0840 | 155 | 1.9614 | 0.5728 | 0.2938 | 0.4358 | 0.3510 |
| 2.2701 | 0.0867 | 160 | 1.8026 | 0.6006 | 0.2996 | 0.3785 | 0.3345 |
| 2.1174 | 0.0895 | 165 | 1.6617 | 0.6334 | 0.3079 | 0.3069 | 0.3074 |
| 1.7811 | 0.0922 | 170 | 1.5850 | 0.5776 | 0.2902 | 0.4103 | 0.3399 |
| 2.4461 | 0.0949 | 175 | 1.4067 | 0.6352 | 0.2948 | 0.2702 | 0.2820 |
| 1.6691 | 0.0976 | 180 | 1.3139 | 0.6350 | 0.2918 | 0.2640 | 0.2772 |
| 1.0397 | 0.1003 | 185 | 1.2387 | 0.6661 | 0.3014 | 0.1969 | 0.2382 |
| 1.431 | 0.1030 | 190 | 1.1442 | 0.5524 | 0.2891 | 0.4720 | 0.3586 |
| 1.2481 | 0.1057 | 195 | 0.9419 | 0.6773 | 0.3351 | 0.2210 | 0.2664 |
| 1.364 | 0.1084 | 200 | 1.0245 | 0.5193 | 0.2971 | 0.5955 | 0.3964 |
| 1.0323 | 0.1111 | 205 | 0.8623 | 0.7117 | 0.3631 | 0.1163 | 0.1762 |
| 2.0244 | 0.1139 | 210 | 0.7672 | 0.6892 | 0.3590 | 0.2192 | 0.2722 |
| 0.9657 | 0.1166 | 215 | 0.7330 | 0.6658 | 0.3449 | 0.2899 | 0.3150 |
| 1.5682 | 0.1193 | 220 | 1.2531 | 0.7348 | 0.4545 | 0.0022 | 0.0045 |
| 0.821 | 0.1220 | 225 | 0.7293 | 0.5499 | 0.3023 | 0.5338 | 0.3860 |
| 1.5009 | 0.1247 | 230 | 0.7776 | 0.7331 | 0.2857 | 0.0045 | 0.0088 |
| 0.7115 | 0.1274 | 235 | 0.6476 | 0.6518 | 0.3261 | 0.2940 | 0.3092 |
| 0.7846 | 0.1301 | 240 | 0.6325 | 0.7293 | 0.312 | 0.0174 | 0.0331 |
| 0.995 | 0.1328 | 245 | 0.6134 | 0.7079 | 0.3553 | 0.1253 | 0.1852 |
| 0.785 | 0.1355 | 250 | 0.6457 | 0.6424 | 0.3333 | 0.3490 | 0.3410 |
| 0.8269 | 0.1382 | 255 | 0.6189 | 0.6822 | 0.3377 | 0.2067 | 0.2565 |
| 0.9179 | 0.1410 | 260 | 0.7736 | 0.5244 | 0.3115 | 0.6559 | 0.4224 |
| 0.5934 | 0.1437 | 265 | 0.6379 | 0.7285 | 0.4146 | 0.0586 | 0.1027 |
| 0.56 | 0.1464 | 270 | 0.5986 | 0.7230 | 0.3603 | 0.0577 | 0.0995 |
| 0.6095 | 0.1491 | 275 | 0.5985 | 0.7150 | 0.3843 | 0.1248 | 0.1884 |
| 0.6656 | 0.1518 | 280 | 0.6124 | 0.7349 | 0.5 | 0.0103 | 0.0202 |
| 0.6999 | 0.1545 | 285 | 0.6019 | 0.7311 | 0.4558 | 0.0738 | 0.1271 |
| 0.6663 | 0.1572 | 290 | 0.6391 | 0.6892 | 0.3520 | 0.2049 | 0.2590 |
| 0.6746 | 0.1599 | 295 | 0.6216 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.5564 | 0.1626 | 300 | 0.5942 | 0.7287 | 0.3976 | 0.0452 | 0.0812 |
| 0.7009 | 0.1654 | 305 | 0.5921 | 0.7242 | 0.3576 | 0.0506 | 0.0886 |
| 0.5978 | 0.1681 | 310 | 0.5935 | 0.7296 | 0.4157 | 0.0497 | 0.0887 |
| 0.6872 | 0.1708 | 315 | 0.6514 | 0.6526 | 0.3561 | 0.3843 | 0.3697 |
| 0.722 | 0.1735 | 320 | 0.6713 | 0.6195 | 0.3500 | 0.5078 | 0.4144 |
| 0.7311 | 0.1762 | 325 | 0.5976 | 0.7332 | 0.15 | 0.0013 | 0.0027 |
| 0.724 | 0.1789 | 330 | 0.6403 | 0.6738 | 0.3746 | 0.3441 | 0.3587 |
| 0.6807 | 0.1816 | 335 | 0.6316 | 0.6832 | 0.3792 | 0.3060 | 0.3387 |
| 0.751 | 0.1843 | 340 | 0.6013 | 0.7109 | 0.3855 | 0.1521 | 0.2182 |
| 0.6454 | 0.1870 | 345 | 0.5872 | 0.7258 | 0.2984 | 0.0255 | 0.0470 |
| 0.6811 | 0.1898 | 350 | 0.6126 | 0.7349 | 0.5 | 0.0009 | 0.0018 |
| 0.6908 | 0.1925 | 355 | 0.5956 | 0.7310 | 0.4413 | 0.0555 | 0.0986 |
| 0.6549 | 0.1952 | 360 | 0.6267 | 0.6993 | 0.3933 | 0.2474 | 0.3038 |
| 0.5877 | 0.1979 | 365 | 0.5867 | 0.7285 | 0.2923 | 0.0170 | 0.0321 |
| 0.6484 | 0.2006 | 370 | 0.5885 | 0.7321 | 0.3125 | 0.0089 | 0.0174 |
| 0.5318 | 0.2033 | 375 | 0.5884 | 0.7258 | 0.2941 | 0.0246 | 0.0454 |
| 0.5971 | 0.2060 | 380 | 0.5914 | 0.7211 | 0.3165 | 0.0447 | 0.0784 |
| 0.657 | 0.2087 | 385 | 0.6085 | 0.6996 | 0.3422 | 0.1445 | 0.2032 |
| 0.5199 | 0.2114 | 390 | 0.5827 | 0.7349 | 0.5 | 0.0004 | 0.0009 |
| 0.8601 | 0.2142 | 395 | 0.5832 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6302 | 0.2169 | 400 | 0.5969 | 0.7166 | 0.3881 | 0.1195 | 0.1827 |
| 0.5666 | 0.2196 | 405 | 0.5803 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6335 | 0.2223 | 410 | 0.6079 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6868 | 0.2250 | 415 | 0.5840 | 0.7315 | 0.3910 | 0.0233 | 0.0439 |
| 0.7763 | 0.2277 | 420 | 0.7961 | 0.3756 | 0.2893 | 0.9306 | 0.4414 |
| 0.7398 | 0.2304 | 425 | 0.6695 | 0.6145 | 0.3544 | 0.5526 | 0.4318 |
| 0.5726 | 0.2331 | 430 | 0.5898 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6005 | 0.2358 | 435 | 0.6024 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.7129 | 0.2385 | 440 | 0.6004 | 0.7038 | 0.3901 | 0.2081 | 0.2714 |
| 0.7727 | 0.2413 | 445 | 0.6589 | 0.6331 | 0.3686 | 0.5383 | 0.4375 |
| 0.7756 | 0.2440 | 450 | 0.5859 | 0.7131 | 0.3451 | 0.0917 | 0.1449 |
| 0.7347 | 0.2467 | 455 | 0.5820 | 0.7331 | 0.2973 | 0.0049 | 0.0097 |
| 0.7084 | 0.2494 | 460 | 0.6002 | 0.7220 | 0.4231 | 0.1342 | 0.2038 |
| 0.5636 | 0.2521 | 465 | 0.5783 | 0.7347 | 0.4375 | 0.0031 | 0.0062 |
| 0.6612 | 0.2548 | 470 | 0.5767 | 0.7347 | 0.4375 | 0.0031 | 0.0062 |
| 0.5068 | 0.2575 | 475 | 0.5951 | 0.7276 | 0.4475 | 0.1181 | 0.1869 |
| 0.5444 | 0.2602 | 480 | 0.5758 | 0.7348 | 0.3333 | 0.0004 | 0.0009 |
| 0.6972 | 0.2629 | 485 | 0.5808 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.728 | 0.2657 | 490 | 0.5867 | 0.7232 | 0.4216 | 0.1190 | 0.1856 |
| 0.6434 | 0.2684 | 495 | 0.6061 | 0.6967 | 0.4132 | 0.3427 | 0.3747 |
| 0.6407 | 0.2711 | 500 | 0.5749 | 0.7351 | 0.5102 | 0.0224 | 0.0429 |
| 0.6698 | 0.2738 | 505 | 0.5775 | 0.7328 | 0.4609 | 0.0474 | 0.0860 |
| 0.5178 | 0.2765 | 510 | 0.5805 | 0.7348 | 0.4971 | 0.0385 | 0.0714 |
| 0.7291 | 0.2792 | 515 | 0.5977 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6337 | 0.2819 | 520 | 0.5789 | 0.7344 | 0.375 | 0.0027 | 0.0053 |
| 0.7194 | 0.2846 | 525 | 0.5919 | 0.7330 | 0.4740 | 0.0653 | 0.1148 |
| 0.7127 | 0.2873 | 530 | 0.5956 | 0.7325 | 0.4746 | 0.0837 | 0.1423 |
| 0.6855 | 0.2901 | 535 | 0.5813 | 0.7341 | 0.4646 | 0.0206 | 0.0394 |
| 0.6432 | 0.2928 | 540 | 0.5908 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.5179 | 0.2955 | 545 | 0.5805 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6875 | 0.2982 | 550 | 0.6134 | 0.7060 | 0.4197 | 0.2855 | 0.3398 |
| 0.7394 | 0.3009 | 555 | 0.6723 | 0.5901 | 0.3511 | 0.6443 | 0.4545 |
| 0.5555 | 0.3036 | 560 | 0.5891 | 0.7214 | 0.4120 | 0.1195 | 0.1852 |
| 1.0411 | 0.3063 | 565 | 0.5836 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6364 | 0.3090 | 570 | 0.5766 | 0.7313 | 0.2115 | 0.0049 | 0.0096 |
| 0.5456 | 0.3117 | 575 | 0.5835 | 0.7223 | 0.3450 | 0.0528 | 0.0916 |
| 0.6957 | 0.3144 | 580 | 0.5793 | 0.7302 | 0.2436 | 0.0085 | 0.0164 |
| 0.6393 | 0.3172 | 585 | 0.6096 | 0.7057 | 0.4155 | 0.2707 | 0.3278 |
| 0.6864 | 0.3199 | 590 | 0.5815 | 0.7309 | 0.1964 | 0.0049 | 0.0096 |
| 0.5028 | 0.3226 | 595 | 0.5850 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.7812 | 0.3253 | 600 | 0.5805 | 0.7347 | 0.0 | 0.0 | 0.0 |
| 0.5293 | 0.3280 | 605 | 0.5790 | 0.7292 | 0.2143 | 0.0081 | 0.0155 |
| 0.6452 | 0.3307 | 610 | 0.5835 | 0.7222 | 0.2743 | 0.0291 | 0.0526 |
| 0.6424 | 0.3334 | 615 | 0.6071 | 0.6954 | 0.4021 | 0.3060 | 0.3476 |
| 0.6831 | 0.3361 | 620 | 0.6702 | 0.5913 | 0.3534 | 0.6532 | 0.4587 |
| 0.7074 | 0.3388 | 625 | 0.5925 | 0.6978 | 0.3790 | 0.2192 | 0.2778 |
| 0.7109 | 0.3416 | 630 | 0.5750 | 0.7347 | 0.0 | 0.0 | 0.0 |
| 0.5007 | 0.3443 | 635 | 0.5871 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.7052 | 0.3470 | 640 | 0.5759 | 0.7348 | 0.0 | 0.0 | 0.0 |
| 0.617 | 0.3497 | 645 | 0.6011 | 0.7093 | 0.3784 | 0.1503 | 0.2152 |
| 0.6599 | 0.3524 | 650 | 0.6002 | 0.7099 | 0.3855 | 0.1588 | 0.2250 |
| 0.6019 | 0.3551 | 655 | 0.5735 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.5231 | 0.3578 | 660 | 0.5879 | 0.7234 | 0.4139 | 0.1043 | 0.1665 |
| 0.6949 | 0.3605 | 665 | 0.5936 | 0.7055 | 0.3953 | 0.2094 | 0.2738 |
| 0.604 | 0.3632 | 670 | 0.5725 | 0.7346 | 0.4 | 0.0027 | 0.0053 |
| 0.4369 | 0.3660 | 675 | 0.5768 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.5686 | 0.3687 | 680 | 0.5719 | 0.7346 | 0.44 | 0.0049 | 0.0097 |
| 0.6144 | 0.3714 | 685 | 0.5790 | 0.7278 | 0.4402 | 0.0989 | 0.1615 |
| 0.6037 | 0.3741 | 690 | 0.5738 | 0.7344 | 0.4915 | 0.0519 | 0.0939 |
| 0.6392 | 0.3768 | 695 | 0.5700 | 0.7344 | 0.4737 | 0.0161 | 0.0312 |
| 0.6035 | 0.3795 | 700 | 0.5762 | 0.7335 | 0.4766 | 0.0546 | 0.0980 |
| 0.6134 | 0.3822 | 705 | 0.5962 | 0.7109 | 0.4207 | 0.2398 | 0.3055 |
| 0.6669 | 0.3849 | 710 | 0.5736 | 0.7308 | 0.4411 | 0.0586 | 0.1035 |
| 0.6024 | 0.3876 | 715 | 0.6207 | 0.6733 | 0.3954 | 0.4389 | 0.4160 |
| 0.6747 | 0.3903 | 720 | 0.5924 | 0.7044 | 0.4134 | 0.2743 | 0.3297 |
| 0.5725 | 0.3931 | 725 | 0.5737 | 0.7236 | 0.4162 | 0.1056 | 0.1685 |
| 0.6164 | 0.3958 | 730 | 0.5943 | 0.6936 | 0.4037 | 0.3262 | 0.3608 |
| 0.7381 | 0.3985 | 735 | 0.6022 | 0.6873 | 0.4029 | 0.3723 | 0.3870 |
| 0.5391 | 0.4012 | 740 | 0.5710 | 0.7271 | 0.4218 | 0.0796 | 0.1340 |
| 0.73 | 0.4039 | 745 | 0.5698 | 0.7310 | 0.4444 | 0.0591 | 0.1043 |
| 0.6777 | 0.4066 | 750 | 0.6228 | 0.6726 | 0.4015 | 0.4787 | 0.4367 |
| 0.7137 | 0.4093 | 755 | 0.5796 | 0.7225 | 0.4383 | 0.1669 | 0.2417 |
| 0.6186 | 0.4120 | 760 | 0.5777 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.6447 | 0.4147 | 765 | 0.5666 | 0.7346 | 0.4286 | 0.0040 | 0.0080 |
| 0.6349 | 0.4175 | 770 | 0.5957 | 0.7225 | 0.4545 | 0.2345 | 0.3093 |
| 0.6459 | 0.4202 | 775 | 0.5661 | 0.7351 | 0.5217 | 0.0107 | 0.0210 |
| 0.8066 | 0.4229 | 780 | 0.5823 | 0.7349 | 0.0 | 0.0 | 0.0 |
| 0.5664 | 0.4256 | 785 | 0.5658 | 0.7361 | 0.55 | 0.0246 | 0.0471 |
| 0.6653 | 0.4283 | 790 | 0.5876 | 0.7181 | 0.4511 | 0.2931 | 0.3553 |
| 0.5223 | 0.4310 | 795 | 0.5822 | 0.7214 | 0.4588 | 0.2841 | 0.3509 |
| 0.5611 | 0.4337 | 800 | 0.5653 | 0.7279 | 0.4322 | 0.0841 | 0.1408 |
| 0.6364 | 0.4364 | 805 | 0.5864 | 0.7335 | 0.1667 | 0.0013 | 0.0027 |
| 0.6732 | 0.4391 | 810 | 0.5649 | 0.7306 | 0.4712 | 0.1315 | 0.2057 |
| 0.7002 | 0.4419 | 815 | 0.6489 | 0.6373 | 0.3884 | 0.6407 | 0.4836 |
| 0.6093 | 0.4446 | 820 | 0.6097 | 0.6947 | 0.4274 | 0.4465 | 0.4368 |
| 0.5802 | 0.4473 | 825 | 0.5633 | 0.7332 | 0.4670 | 0.0443 | 0.0809 |
| 0.8647 | 0.4500 | 830 | 0.5811 | 0.7348 | 0.4286 | 0.0013 | 0.0027 |
| 0.4827 | 0.4527 | 835 | 0.5618 | 0.7360 | 0.5474 | 0.0233 | 0.0446 |
| 0.5555 | 0.4554 | 840 | 0.5599 | 0.7346 | 0.4943 | 0.0582 | 0.1041 |
| 0.549 | 0.4581 | 845 | 0.5606 | 0.7369 | 0.5205 | 0.0966 | 0.1630 |
| 0.6209 | 0.4608 | 850 | 0.5852 | 0.7274 | 0.4785 | 0.3132 | 0.3786 |
| 0.6519 | 0.4635 | 855 | 0.5641 | 0.7372 | 0.5140 | 0.1566 | 0.2401 |
| 0.6116 | 0.4663 | 860 | 0.5571 | 0.7357 | 0.5333 | 0.0251 | 0.0479 |
| 0.5691 | 0.4690 | 865 | 0.5557 | 0.7330 | 0.4890 | 0.1588 | 0.2398 |
| 0.6353 | 0.4717 | 870 | 0.5580 | 0.7291 | 0.4768 | 0.2255 | 0.3062 |
| 0.8314 | 0.4744 | 875 | 0.5808 | 0.7004 | 0.4368 | 0.4497 | 0.4431 |
| 0.6335 | 0.4771 | 880 | 0.5885 | 0.6900 | 0.4265 | 0.4922 | 0.4570 |
| 0.563 | 0.4798 | 885 | 0.5655 | 0.7139 | 0.4451 | 0.3213 | 0.3732 |
| 0.7697 | 0.4825 | 890 | 0.5632 | 0.7281 | 0.4329 | 0.0823 | 0.1383 |
| 0.6926 | 0.4852 | 895 | 0.5578 | 0.7280 | 0.4751 | 0.2479 | 0.3258 |
| 0.764 | 0.4879 | 900 | 0.6507 | 0.6195 | 0.3827 | 0.7101 | 0.4973 |
| 0.6447 | 0.4906 | 905 | 0.5921 | 0.7072 | 0.4503 | 0.4738 | 0.4617 |
| 0.7132 | 0.4934 | 910 | 0.5534 | 0.7392 | 0.5638 | 0.0711 | 0.1263 |
| 0.4559 | 0.4961 | 915 | 0.5515 | 0.7430 | 0.6 | 0.0913 | 0.1584 |
| 0.5774 | 0.4988 | 920 | 0.5580 | 0.7347 | 0.4992 | 0.2787 | 0.3577 |
| 0.5917 | 0.5015 | 925 | 0.5691 | 0.7246 | 0.4764 | 0.3937 | 0.4312 |
| 0.712 | 0.5042 | 930 | 0.5499 | 0.7421 | 0.5328 | 0.2219 | 0.3133 |
| 0.6302 | 0.5069 | 935 | 0.5451 | 0.7482 | 0.5930 | 0.1597 | 0.2517 |
| 0.7596 | 0.5096 | 940 | 0.5442 | 0.7502 | 0.6693 | 0.1141 | 0.1950 |
| 0.5878 | 0.5123 | 945 | 0.5502 | 0.7485 | 0.5697 | 0.2103 | 0.3072 |
| 0.6663 | 0.5150 | 950 | 0.5568 | 0.7387 | 0.5143 | 0.2582 | 0.3438 |
| 0.5847 | 0.5178 | 955 | 0.5429 | 0.7519 | 0.6486 | 0.1396 | 0.2297 |
| 0.6272 | 0.5205 | 960 | 0.5467 | 0.7478 | 0.7121 | 0.0819 | 0.1469 |
| 0.7481 | 0.5232 | 965 | 0.5529 | 0.7418 | 0.5265 | 0.2582 | 0.3464 |
| 0.6344 | 0.5259 | 970 | 0.5748 | 0.7216 | 0.4712 | 0.4098 | 0.4384 |
| 0.5883 | 0.5286 | 975 | 0.5421 | 0.7564 | 0.6472 | 0.1781 | 0.2793 |
| 0.5439 | 0.5313 | 980 | 0.5402 | 0.7564 | 0.6568 | 0.1696 | 0.2696 |
| 0.654 | 0.5340 | 985 | 0.5399 | 0.7538 | 0.7003 | 0.1244 | 0.2112 |
| 0.4815 | 0.5367 | 990 | 0.5418 | 0.7545 | 0.5922 | 0.2371 | 0.3387 |
| 0.6336 | 0.5394 | 995 | 0.5568 | 0.7332 | 0.4958 | 0.3682 | 0.4226 |
| 0.6301 | 0.5422 | 1000 | 0.5691 | 0.7131 | 0.4610 | 0.4872 | 0.4738 |
| 0.5931 | 0.5449 | 1005 | 0.5365 | 0.7538 | 0.6538 | 0.1512 | 0.2456 |
| 0.6604 | 0.5476 | 1010 | 0.5403 | 0.7542 | 0.7418 | 0.1119 | 0.1944 |
| 0.706 | 0.5503 | 1015 | 0.5394 | 0.7553 | 0.6041 | 0.2233 | 0.3260 |
| 0.6242 | 0.5530 | 1020 | 0.5473 | 0.7516 | 0.5670 | 0.2671 | 0.3631 |
| 0.591 | 0.5557 | 1025 | 0.5699 | 0.7302 | 0.4886 | 0.3839 | 0.4300 |
| 0.6172 | 0.5584 | 1030 | 0.5670 | 0.7266 | 0.4810 | 0.3964 | 0.4346 |
| 0.6831 | 0.5611 | 1035 | 0.5480 | 0.7433 | 0.5274 | 0.3056 | 0.3870 |
| 0.6925 | 0.5638 | 1040 | 0.5349 | 0.7553 | 0.6114 | 0.2112 | 0.3139 |
| 0.6452 | 0.5665 | 1045 | 0.5437 | 0.7434 | 0.5269 | 0.3154 | 0.3946 |
| 0.6023 | 0.5693 | 1050 | 0.5483 | 0.7361 | 0.5030 | 0.3740 | 0.4290 |
| 0.7421 | 0.5720 | 1055 | 0.5348 | 0.7507 | 0.5750 | 0.2282 | 0.3267 |
| 0.4162 | 0.5747 | 1060 | 0.5345 | 0.7523 | 0.6028 | 0.1928 | 0.2922 |
| 0.5154 | 0.5774 | 1065 | 0.5349 | 0.7531 | 0.6393 | 0.1570 | 0.2522 |
| 0.6058 | 0.5801 | 1070 | 0.5443 | 0.7461 | 0.5396 | 0.2868 | 0.3745 |
| 0.6614 | 0.5828 | 1075 | 0.5509 | 0.7367 | 0.5048 | 0.3557 | 0.4173 |
| 0.6042 | 0.5855 | 1080 | 0.5355 | 0.7509 | 0.5669 | 0.2559 | 0.3527 |
| 0.9067 | 0.5882 | 1085 | 0.5321 | 0.7545 | 0.5965 | 0.2282 | 0.3301 |
| 0.5541 | 0.5909 | 1090 | 0.5337 | 0.7557 | 0.5865 | 0.2653 | 0.3654 |
| 0.5755 | 0.5937 | 1095 | 0.5311 | 0.7587 | 0.6089 | 0.2515 | 0.3559 |
| 0.573 | 0.5964 | 1100 | 0.5487 | 0.7449 | 0.5284 | 0.3494 | 0.4207 |
| 0.6351 | 0.5991 | 1105 | 0.5691 | 0.7270 | 0.4833 | 0.4349 | 0.4578 |
| 0.6914 | 0.6018 | 1110 | 0.5571 | 0.7354 | 0.5011 | 0.3937 | 0.4410 |
| 0.6274 | 0.6045 | 1115 | 0.5681 | 0.7197 | 0.4706 | 0.4586 | 0.4645 |
| 0.641 | 0.6072 | 1120 | 0.5524 | 0.7402 | 0.5140 | 0.3687 | 0.4294 |
| 0.5991 | 0.6099 | 1125 | 0.5361 | 0.7555 | 0.5803 | 0.2814 | 0.3790 |
| 0.4889 | 0.6126 | 1130 | 0.5401 | 0.7529 | 0.5618 | 0.3092 | 0.3988 |
| 0.7734 | 0.6153 | 1135 | 0.5489 | 0.7446 | 0.5260 | 0.3714 | 0.4354 |
| 0.6568 | 0.6181 | 1140 | 0.5730 | 0.7151 | 0.4650 | 0.4971 | 0.4805 |
| 0.7067 | 0.6208 | 1145 | 0.5457 | 0.7437 | 0.5229 | 0.3785 | 0.4391 |
| 0.4641 | 0.6235 | 1150 | 0.5258 | 0.7580 | 0.6271 | 0.2152 | 0.3205 |
| 0.7844 | 0.6262 | 1155 | 0.5285 | 0.7604 | 0.6994 | 0.1687 | 0.2718 |
| 0.657 | 0.6289 | 1160 | 0.5262 | 0.7605 | 0.6742 | 0.1870 | 0.2928 |
| 0.5148 | 0.6316 | 1165 | 0.5272 | 0.7592 | 0.6248 | 0.2295 | 0.3357 |
| 0.5169 | 0.6343 | 1170 | 0.5436 | 0.7478 | 0.5396 | 0.3324 | 0.4114 |
| 0.6553 | 0.6370 | 1175 | 0.5340 | 0.7579 | 0.5931 | 0.2765 | 0.3772 |
| 0.799 | 0.6397 | 1180 | 0.5270 | 0.7621 | 0.6797 | 0.1937 | 0.3015 |
| 0.5979 | 0.6425 | 1185 | 0.5277 | 0.7616 | 0.6657 | 0.2022 | 0.3102 |
| 0.6531 | 0.6452 | 1190 | 0.5427 | 0.7517 | 0.5572 | 0.3096 | 0.3980 |
| 0.6177 | 0.6479 | 1195 | 0.5876 | 0.7043 | 0.4499 | 0.5181 | 0.4816 |
| 0.5962 | 0.6506 | 1200 | 0.5482 | 0.7448 | 0.5279 | 0.3508 | 0.4215 |
| 0.4873 | 0.6533 | 1205 | 0.5280 | 0.7604 | 0.7302 | 0.1526 | 0.2524 |
| 0.503 | 0.6560 | 1210 | 0.5403 | 0.7559 | 0.7810 | 0.1101 | 0.1929 |
| 0.5127 | 0.6587 | 1215 | 0.5239 | 0.7638 | 0.7061 | 0.1870 | 0.2957 |
| 0.5646 | 0.6614 | 1220 | 0.5393 | 0.7499 | 0.5448 | 0.3427 | 0.4208 |
| 0.595 | 0.6641 | 1225 | 0.5391 | 0.7500 | 0.5430 | 0.3588 | 0.4321 |
| 0.6213 | 0.6668 | 1230 | 0.5385 | 0.7488 | 0.5396 | 0.3566 | 0.4294 |
| 0.5927 | 0.6696 | 1235 | 0.5310 | 0.7526 | 0.5568 | 0.3266 | 0.4117 |
| 0.6592 | 0.6723 | 1240 | 0.5247 | 0.7570 | 0.5847 | 0.2872 | 0.3852 |
| 0.5777 | 0.6750 | 1245 | 0.5276 | 0.7548 | 0.5665 | 0.3204 | 0.4093 |
| 0.6144 | 0.6777 | 1250 | 0.5205 | 0.7611 | 0.6305 | 0.2389 | 0.3465 |
| 0.5397 | 0.6804 | 1255 | 0.5249 | 0.7572 | 0.5847 | 0.2904 | 0.3880 |
| 0.5756 | 0.6831 | 1260 | 0.5366 | 0.7445 | 0.5264 | 0.3620 | 0.4290 |
| 0.5533 | 0.6858 | 1265 | 0.5285 | 0.7527 | 0.5591 | 0.3172 | 0.4048 |
| 0.4767 | 0.6885 | 1270 | 0.5197 | 0.7611 | 0.6323 | 0.2362 | 0.3440 |
| 0.6095 | 0.6912 | 1275 | 0.5201 | 0.7648 | 0.6842 | 0.2094 | 0.3207 |
| 0.414 | 0.6940 | 1280 | 0.5194 | 0.7647 | 0.6790 | 0.2130 | 0.3243 |
| 0.4603 | 0.6967 | 1285 | 0.5194 | 0.7631 | 0.6730 | 0.2072 | 0.3168 |
| 0.6233 | 0.6994 | 1290 | 0.5199 | 0.7557 | 0.5841 | 0.2720 | 0.3712 |
| 0.6375 | 0.7021 | 1295 | 0.5513 | 0.7187 | 0.4718 | 0.5136 | 0.4919 |
| 0.5112 | 0.7048 | 1300 | 0.5662 | 0.7062 | 0.4571 | 0.5763 | 0.5098 |
| 0.5544 | 0.7075 | 1305 | 0.5450 | 0.7211 | 0.4753 | 0.4984 | 0.4866 |
| 0.4887 | 0.7102 | 1310 | 0.5201 | 0.7523 | 0.5650 | 0.2859 | 0.3797 |
| 0.6849 | 0.7129 | 1315 | 0.5208 | 0.7587 | 0.6467 | 0.1982 | 0.3034 |
| 0.4873 | 0.7156 | 1320 | 0.5187 | 0.7614 | 0.6628 | 0.2031 | 0.3110 |
| 0.5365 | 0.7184 | 1325 | 0.5179 | 0.7615 | 0.66 | 0.2067 | 0.3148 |
| 0.7564 | 0.7211 | 1330 | 0.5164 | 0.7619 | 0.6443 | 0.2277 | 0.3365 |
| 0.4961 | 0.7238 | 1335 | 0.5240 | 0.7545 | 0.5665 | 0.3145 | 0.4045 |
| 0.6191 | 0.7265 | 1340 | 0.5218 | 0.7586 | 0.5868 | 0.3025 | 0.3992 |
| 0.4835 | 0.7292 | 1345 | 0.5220 | 0.7586 | 0.5883 | 0.2980 | 0.3956 |
| 0.6704 | 0.7319 | 1350 | 0.5196 | 0.7612 | 0.6069 | 0.2819 | 0.3850 |
| 0.651 | 0.7346 | 1355 | 0.5226 | 0.7564 | 0.5772 | 0.3029 | 0.3973 |
| 0.6029 | 0.7373 | 1360 | 0.5241 | 0.7553 | 0.5708 | 0.3101 | 0.4019 |
| 0.4883 | 0.7400 | 1365 | 0.5182 | 0.7595 | 0.5981 | 0.2823 | 0.3836 |
| 0.5536 | 0.7427 | 1370 | 0.5153 | 0.7602 | 0.6129 | 0.2586 | 0.3638 |
| 0.6036 | 0.7455 | 1375 | 0.5170 | 0.7584 | 0.5950 | 0.2774 | 0.3784 |
| 0.5623 | 0.7482 | 1380 | 0.5280 | 0.7474 | 0.5342 | 0.3664 | 0.4347 |
| 0.5264 | 0.7509 | 1385 | 0.5186 | 0.7585 | 0.5884 | 0.2962 | 0.3940 |
| 0.5159 | 0.7536 | 1390 | 0.5151 | 0.7637 | 0.6758 | 0.2089 | 0.3192 |
| 0.5768 | 0.7563 | 1395 | 0.5147 | 0.7637 | 0.6695 | 0.2148 | 0.3252 |
| 0.6883 | 0.7590 | 1400 | 0.5205 | 0.7587 | 0.5857 | 0.3074 | 0.4032 |
| 0.5961 | 0.7617 | 1405 | 0.5417 | 0.7357 | 0.5018 | 0.4443 | 0.4713 |
| 0.5949 | 0.7644 | 1410 | 0.5480 | 0.7300 | 0.4902 | 0.4609 | 0.4751 |
| 0.5955 | 0.7671 | 1415 | 0.5405 | 0.7421 | 0.5170 | 0.4148 | 0.4603 |
| 0.6513 | 0.7699 | 1420 | 0.5261 | 0.7587 | 0.5789 | 0.3298 | 0.4202 |
| 0.4364 | 0.7726 | 1425 | 0.5160 | 0.7671 | 0.6696 | 0.2394 | 0.3527 |
| 0.6006 | 0.7753 | 1430 | 0.5158 | 0.7669 | 0.6705 | 0.2376 | 0.3508 |
| 0.4033 | 0.7780 | 1435 | 0.5160 | 0.7672 | 0.6542 | 0.2582 | 0.3702 |
| 0.5447 | 0.7807 | 1440 | 0.5185 | 0.7642 | 0.6193 | 0.2868 | 0.3920 |
| 0.5623 | 0.7834 | 1445 | 0.5260 | 0.7571 | 0.5695 | 0.3427 | 0.4279 |
| 0.5886 | 0.7861 | 1450 | 0.5294 | 0.7540 | 0.5542 | 0.3682 | 0.4425 |
| 0.6458 | 0.7888 | 1455 | 0.5331 | 0.7502 | 0.5397 | 0.3919 | 0.4541 |
| 0.7037 | 0.7915 | 1460 | 0.5344 | 0.7493 | 0.5359 | 0.4036 | 0.4604 |
| 0.5006 | 0.7943 | 1465 | 0.5379 | 0.7443 | 0.5222 | 0.4166 | 0.4634 |
| 0.6315 | 0.7970 | 1470 | 0.5267 | 0.7566 | 0.5648 | 0.3570 | 0.4375 |
| 0.7411 | 0.7997 | 1475 | 0.5182 | 0.7635 | 0.6134 | 0.2917 | 0.3954 |
| 0.5466 | 0.8024 | 1480 | 0.5145 | 0.7662 | 0.6634 | 0.2398 | 0.3523 |
| 0.4287 | 0.8051 | 1485 | 0.5148 | 0.7668 | 0.6850 | 0.2228 | 0.3363 |
| 0.4993 | 0.8078 | 1490 | 0.5140 | 0.7663 | 0.6741 | 0.2295 | 0.3425 |
| 0.6759 | 0.8105 | 1495 | 0.5134 | 0.7668 | 0.6671 | 0.2403 | 0.3533 |
| 0.6407 | 0.8132 | 1500 | 0.5137 | 0.7661 | 0.6447 | 0.2622 | 0.3728 |
| 0.5586 | 0.8159 | 1505 | 0.5136 | 0.7663 | 0.6399 | 0.2711 | 0.3809 |
| 0.6752 | 0.8187 | 1510 | 0.5143 | 0.7648 | 0.6257 | 0.2805 | 0.3874 |
| 0.681 | 0.8214 | 1515 | 0.5161 | 0.7638 | 0.6093 | 0.3043 | 0.4058 |
| 0.5568 | 0.8241 | 1520 | 0.5147 | 0.7637 | 0.6176 | 0.2855 | 0.3905 |
| 0.4895 | 0.8268 | 1525 | 0.5170 | 0.7628 | 0.6041 | 0.3051 | 0.4055 |
| 0.5304 | 0.8295 | 1530 | 0.5157 | 0.7633 | 0.6122 | 0.2917 | 0.3952 |
| 0.6346 | 0.8322 | 1535 | 0.5145 | 0.7661 | 0.6324 | 0.2810 | 0.3891 |
| 0.5449 | 0.8349 | 1540 | 0.5161 | 0.7641 | 0.6156 | 0.2931 | 0.3971 |
| 0.4459 | 0.8376 | 1545 | 0.5145 | 0.7657 | 0.6313 | 0.2796 | 0.3876 |
| 0.5313 | 0.8403 | 1550 | 0.5132 | 0.7666 | 0.6419 | 0.2702 | 0.3804 |
| 0.5503 | 0.8430 | 1555 | 0.5130 | 0.7661 | 0.6360 | 0.2752 | 0.3841 |
| 0.6352 | 0.8458 | 1560 | 0.5142 | 0.7630 | 0.6127 | 0.2881 | 0.3920 |
| 0.6018 | 0.8485 | 1565 | 0.5169 | 0.7602 | 0.5887 | 0.3163 | 0.4115 |
| 0.4977 | 0.8512 | 1570 | 0.5201 | 0.7567 | 0.5686 | 0.3414 | 0.4266 |
| 0.4957 | 0.8539 | 1575 | 0.5215 | 0.7561 | 0.5647 | 0.3494 | 0.4317 |
| 0.5012 | 0.8566 | 1580 | 0.5208 | 0.7570 | 0.5683 | 0.3463 | 0.4304 |
| 0.5376 | 0.8593 | 1585 | 0.5174 | 0.7596 | 0.5847 | 0.3213 | 0.4147 |
| 0.603 | 0.8620 | 1590 | 0.5142 | 0.7616 | 0.6013 | 0.2989 | 0.3993 |
| 0.5136 | 0.8647 | 1595 | 0.5126 | 0.7622 | 0.6112 | 0.2828 | 0.3867 |
| 0.5995 | 0.8674 | 1600 | 0.5119 | 0.7642 | 0.6315 | 0.2653 | 0.3737 |
| 0.5679 | 0.8702 | 1605 | 0.5114 | 0.7655 | 0.6421 | 0.2609 | 0.3710 |
| 0.4941 | 0.8729 | 1610 | 0.5122 | 0.7637 | 0.6262 | 0.2698 | 0.3771 |
| 0.6497 | 0.8756 | 1615 | 0.5138 | 0.7616 | 0.6035 | 0.2935 | 0.3949 |
| 0.6703 | 0.8783 | 1620 | 0.5170 | 0.7602 | 0.5874 | 0.3204 | 0.4146 |
| 0.6123 | 0.8810 | 1625 | 0.5195 | 0.7572 | 0.5706 | 0.3400 | 0.4261 |
| 0.6857 | 0.8837 | 1630 | 0.5191 | 0.7576 | 0.5731 | 0.3351 | 0.4229 |
| 0.631 | 0.8864 | 1635 | 0.5191 | 0.7571 | 0.5722 | 0.3315 | 0.4198 |
| 0.6355 | 0.8891 | 1640 | 0.5191 | 0.7584 | 0.5778 | 0.3289 | 0.4192 |
| 0.6009 | 0.8918 | 1645 | 0.5166 | 0.7621 | 0.5988 | 0.3105 | 0.4090 |
| 0.5264 | 0.8946 | 1650 | 0.5153 | 0.7618 | 0.6027 | 0.2980 | 0.3988 |
| 0.6552 | 0.8973 | 1655 | 0.5141 | 0.7623 | 0.6112 | 0.2841 | 0.3879 |
| 0.6215 | 0.9000 | 1660 | 0.5139 | 0.7631 | 0.6155 | 0.2837 | 0.3884 |
| 0.5159 | 0.9027 | 1665 | 0.5144 | 0.7629 | 0.6126 | 0.2872 | 0.3911 |
| 0.4092 | 0.9054 | 1670 | 0.5139 | 0.7631 | 0.6174 | 0.2801 | 0.3853 |
| 0.4887 | 0.9081 | 1675 | 0.5132 | 0.7634 | 0.6245 | 0.2694 | 0.3764 |
| 0.7156 | 0.9108 | 1680 | 0.5125 | 0.7647 | 0.6402 | 0.2564 | 0.3661 |
| 0.5593 | 0.9135 | 1685 | 0.5124 | 0.7655 | 0.6443 | 0.2577 | 0.3682 |
| 0.5466 | 0.9162 | 1690 | 0.5122 | 0.7662 | 0.6514 | 0.2541 | 0.3656 |
| 0.4649 | 0.9189 | 1695 | 0.5116 | 0.7663 | 0.6579 | 0.2470 | 0.3591 |
| 0.5319 | 0.9217 | 1700 | 0.5116 | 0.7669 | 0.6679 | 0.2403 | 0.3534 |
| 0.6049 | 0.9244 | 1705 | 0.5112 | 0.7666 | 0.6650 | 0.2407 | 0.3535 |
| 0.6349 | 0.9271 | 1710 | 0.5117 | 0.7663 | 0.6591 | 0.2456 | 0.3579 |
| 0.5973 | 0.9298 | 1715 | 0.5120 | 0.7663 | 0.6490 | 0.2582 | 0.3694 |
| 0.5477 | 0.9325 | 1720 | 0.5126 | 0.7659 | 0.6405 | 0.2662 | 0.3761 |
| 0.5352 | 0.9352 | 1725 | 0.5130 | 0.7649 | 0.6327 | 0.2698 | 0.3783 |
| 0.7681 | 0.9379 | 1730 | 0.5132 | 0.7644 | 0.6267 | 0.2756 | 0.3828 |
| 0.4676 | 0.9406 | 1735 | 0.5135 | 0.7637 | 0.6207 | 0.2796 | 0.3856 |
| 0.4645 | 0.9433 | 1740 | 0.5133 | 0.7630 | 0.6179 | 0.2779 | 0.3833 |
| 0.7623 | 0.9461 | 1745 | 0.5135 | 0.7634 | 0.6193 | 0.2787 | 0.3844 |
| 0.4886 | 0.9488 | 1750 | 0.5136 | 0.7634 | 0.6188 | 0.2796 | 0.3852 |
| 0.6107 | 0.9515 | 1755 | 0.5134 | 0.7637 | 0.6199 | 0.2810 | 0.3867 |
| 0.6393 | 0.9542 | 1760 | 0.5135 | 0.7636 | 0.6186 | 0.2823 | 0.3877 |
| 0.4865 | 0.9569 | 1765 | 0.5136 | 0.7635 | 0.6183 | 0.2819 | 0.3872 |
| 0.6028 | 0.9596 | 1770 | 0.5138 | 0.7636 | 0.6193 | 0.2810 | 0.3866 |
| 0.5836 | 0.9623 | 1775 | 0.5136 | 0.7641 | 0.6211 | 0.2823 | 0.3882 |
| 0.4832 | 0.9650 | 1780 | 0.5140 | 0.7634 | 0.6165 | 0.2841 | 0.3890 |
| 0.5918 | 0.9677 | 1785 | 0.5139 | 0.7629 | 0.6128 | 0.2868 | 0.3907 |
| 0.5778 | 0.9705 | 1790 | 0.5140 | 0.7629 | 0.6124 | 0.2877 | 0.3915 |
| 0.5671 | 0.9732 | 1795 | 0.5144 | 0.7638 | 0.6162 | 0.2895 | 0.3939 |
| 0.5434 | 0.9759 | 1800 | 0.5143 | 0.7631 | 0.6116 | 0.2917 | 0.3950 |
| 0.5667 | 0.9786 | 1805 | 0.5145 | 0.7636 | 0.6133 | 0.2931 | 0.3966 |
| 0.6422 | 0.9813 | 1810 | 0.5144 | 0.7633 | 0.6122 | 0.2917 | 0.3952 |
| 0.7449 | 0.9840 | 1815 | 0.5142 | 0.7630 | 0.6106 | 0.2926 | 0.3956 |
| 0.661 | 0.9867 | 1820 | 0.5144 | 0.7625 | 0.6094 | 0.2904 | 0.3933 |
| 0.467 | 0.9894 | 1825 | 0.5145 | 0.7631 | 0.6123 | 0.2904 | 0.3939 |
| 0.5339 | 0.9921 | 1830 | 0.5144 | 0.7636 | 0.6139 | 0.2917 | 0.3955 |
| 0.4899 | 0.9948 | 1835 | 0.5145 | 0.7627 | 0.6096 | 0.2913 | 0.3942 |
| 0.5254 | 0.9976 | 1840 | 0.5147 | 0.7633 | 0.6122 | 0.2917 | 0.3952 |
### Framework versions
- PEFT 0.12.0
- Transformers 4.46.0
- Pytorch 2.4.0+cu118
- Datasets 3.0.0
- Tokenizers 0.20.1 |