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v0_mistral_lora

PEFT
Safetensors
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metadata
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: []

v0_mistral_lora

This model is a fine-tuned version of 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