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rtdetr-r50-fruits3-finetune

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metadata
library_name: transformers
license: apache-2.0
base_model: PekingU/rtdetr_v2_r18vd
tags:
  - generated_from_trainer
model-index:
  - name: rtdetr-r50-fruits3-finetune
    results: []

rtdetr-r50-fruits3-finetune

This model is a fine-tuned version of PekingU/rtdetr_v2_r18vd on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 6.2876
  • Map: 0.443
  • Map 50: 0.5617
  • Map 75: 0.4626
  • Map Small: 0.1725
  • Map Medium: 0.3891
  • Map Large: 0.6083
  • Mar 1: 0.2613
  • Mar 10: 0.5574
  • Mar 100: 0.667
  • Mar Small: 0.3021
  • Mar Medium: 0.627
  • Mar Large: 0.8459
  • Map Apple: 0.3887
  • Mar 100 Apple: 0.649
  • Map Banana: 0.4869
  • Mar 100 Banana: 0.6915
  • Map Grapes: 0.3849
  • Mar 100 Grapes: 0.5506
  • Map Orange: 0.4672
  • Mar 100 Orange: 0.6056
  • Map Pineapple: 0.4633
  • Mar 100 Pineapple: 0.7304
  • Map Watermelon: 0.4672
  • Mar 100 Watermelon: 0.775

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 300
  • num_epochs: 100

Training results

Training Loss Epoch Step Validation Loss Map Map 50 Map 75 Map Small Map Medium Map Large Mar 1 Mar 10 Mar 100 Mar Small Mar Medium Mar Large Map Apple Mar 100 Apple Map Banana Mar 100 Banana Map Grapes Mar 100 Grapes Map Orange Mar 100 Orange Map Pineapple Mar 100 Pineapple Map Watermelon Mar 100 Watermelon
25.6083 1.0 750 8.0941 0.2326 0.3088 0.246 0.0433 0.2126 0.3766 0.2003 0.4603 0.6428 0.262 0.6015 0.8336 0.2787 0.6304 0.3139 0.6922 0.1851 0.5298 0.3509 0.6234 0.134 0.7138 0.133 0.6673
10.4292 2.0 1500 7.2427 0.3256 0.4169 0.345 0.1179 0.2755 0.4922 0.2316 0.5031 0.6766 0.3199 0.631 0.8631 0.2947 0.6488 0.4252 0.7178 0.284 0.5796 0.379 0.6312 0.3443 0.7355 0.2264 0.7469
9.6677 3.0 2250 6.9221 0.3603 0.4507 0.3822 0.1388 0.3052 0.5226 0.2412 0.5165 0.6864 0.3162 0.6532 0.8647 0.3179 0.6552 0.4639 0.7278 0.3199 0.594 0.3878 0.6412 0.3751 0.7268 0.2969 0.7733
8.841 4.0 3000 6.7262 0.3776 0.4717 0.3982 0.1402 0.3387 0.5365 0.2469 0.5256 0.6927 0.3198 0.6748 0.867 0.3158 0.6416 0.4725 0.7266 0.3286 0.5929 0.3926 0.6367 0.3965 0.7308 0.3594 0.8276
8.4879 5.0 3750 6.7706 0.3869 0.477 0.4058 0.1619 0.346 0.5488 0.2522 0.5264 0.6964 0.3492 0.6714 0.8693 0.3376 0.653 0.4815 0.7257 0.3323 0.5995 0.4131 0.6417 0.3833 0.7399 0.3739 0.8188
8.1526 6.0 4500 6.5912 0.3981 0.4933 0.4186 0.166 0.3591 0.5534 0.2488 0.541 0.7069 0.3592 0.685 0.8736 0.3417 0.6712 0.4924 0.7424 0.3549 0.6077 0.4443 0.651 0.3997 0.7478 0.3554 0.821
7.9041 7.0 5250 6.8135 0.391 0.4838 0.4122 0.1383 0.3546 0.5415 0.2489 0.5308 0.7011 0.3457 0.6891 0.8651 0.2688 0.66 0.5029 0.7292 0.325 0.5966 0.433 0.6479 0.4131 0.7406 0.4031 0.8321
7.6885 8.0 6000 6.4581 0.4065 0.5057 0.4266 0.1737 0.354 0.5679 0.2528 0.5364 0.7042 0.3511 0.6893 0.8666 0.3078 0.663 0.5003 0.7377 0.3424 0.6024 0.4438 0.6518 0.4563 0.771 0.3886 0.7991
7.5494 9.0 6750 6.6432 0.3902 0.4849 0.4117 0.173 0.3551 0.5326 0.2496 0.539 0.701 0.3526 0.6725 0.867 0.2891 0.6695 0.4846 0.7278 0.3289 0.6204 0.437 0.6551 0.4105 0.7475 0.3913 0.7855
7.4372 10.0 7500 6.7065 0.4022 0.5015 0.4233 0.178 0.3699 0.5447 0.2494 0.5372 0.7067 0.3714 0.686 0.8668 0.2954 0.6741 0.4935 0.7389 0.3409 0.6192 0.4425 0.6478 0.4344 0.754 0.4063 0.806
7.3043 11.0 8250 6.7523 0.4107 0.5115 0.432 0.181 0.3775 0.5486 0.2533 0.5385 0.7063 0.3673 0.6859 0.8662 0.2784 0.6782 0.506 0.7356 0.3395 0.6141 0.4465 0.6532 0.4409 0.7482 0.4531 0.8082
7.1463 12.0 9000 6.6731 0.412 0.5107 0.4336 0.1872 0.3622 0.5556 0.2545 0.5446 0.7131 0.3849 0.6939 0.8706 0.3306 0.6912 0.4922 0.7298 0.3437 0.6214 0.4216 0.6517 0.473 0.7645 0.4108 0.8199
7.0616 13.0 9750 6.5753 0.4198 0.523 0.4411 0.1901 0.3658 0.5685 0.2542 0.5502 0.7129 0.3672 0.6928 0.8716 0.3501 0.6978 0.4881 0.7298 0.353 0.6194 0.4536 0.6565 0.435 0.758 0.4391 0.8156
6.9409 14.0 10500 6.6297 0.4217 0.5231 0.4395 0.1864 0.3742 0.5775 0.2555 0.5404 0.7042 0.3462 0.6876 0.865 0.3201 0.6763 0.5012 0.7351 0.3313 0.6119 0.4572 0.648 0.4589 0.7576 0.4613 0.796
6.8242 15.0 11250 6.4403 0.4179 0.5174 0.4378 0.1896 0.3748 0.5666 0.2573 0.5464 0.7084 0.3679 0.6922 0.8652 0.3318 0.6898 0.4879 0.7356 0.3133 0.621 0.4566 0.6524 0.4677 0.7522 0.4501 0.7997
6.8271 16.0 12000 6.5849 0.4182 0.5181 0.4375 0.1914 0.3753 0.5711 0.2613 0.5463 0.707 0.3547 0.689 0.8692 0.2851 0.6768 0.4964 0.7353 0.3344 0.6162 0.4628 0.6495 0.4735 0.7649 0.457 0.7991
6.7099 17.0 12750 6.6794 0.4009 0.4997 0.4208 0.1866 0.3511 0.5434 0.2567 0.5339 0.6938 0.3406 0.6663 0.8608 0.3025 0.6793 0.4848 0.7126 0.3234 0.6036 0.4502 0.647 0.4212 0.7391 0.4235 0.7812
6.6154 18.0 13500 6.5466 0.4263 0.5337 0.4472 0.193 0.3863 0.5662 0.2613 0.5504 0.7089 0.3582 0.6961 0.8647 0.3237 0.6957 0.4843 0.7258 0.3509 0.6243 0.4641 0.6497 0.4725 0.7442 0.4624 0.8136
6.5691 19.0 14250 6.4593 0.4269 0.5345 0.4467 0.1945 0.3777 0.5728 0.2599 0.5516 0.7064 0.3538 0.683 0.8679 0.3225 0.6829 0.5016 0.7436 0.3516 0.6205 0.4716 0.6496 0.4702 0.7486 0.4436 0.7929
6.52 20.0 15000 6.6285 0.4163 0.5224 0.4343 0.1906 0.3714 0.5534 0.2533 0.5519 0.7067 0.3685 0.6945 0.8598 0.314 0.7055 0.4881 0.7246 0.3107 0.6113 0.4707 0.6499 0.4579 0.7384 0.4566 0.8102
6.3873 21.0 15750 6.4430 0.422 0.5249 0.4409 0.1963 0.3723 0.568 0.2591 0.5499 0.709 0.3732 0.6904 0.8659 0.3011 0.6913 0.501 0.738 0.3235 0.6134 0.4843 0.652 0.4691 0.7558 0.4527 0.8034
6.4224 22.0 16500 6.4246 0.4339 0.5404 0.4549 0.1968 0.386 0.5807 0.2568 0.5569 0.7039 0.3775 0.6886 0.8596 0.3593 0.694 0.5021 0.7298 0.3385 0.6004 0.4842 0.6446 0.463 0.7409 0.4564 0.8139
6.3063 23.0 17250 6.4423 0.425 0.5291 0.4423 0.1982 0.3626 0.5792 0.2586 0.5575 0.7085 0.3626 0.6964 0.8635 0.3437 0.6955 0.4826 0.7305 0.3415 0.6148 0.4854 0.6499 0.4339 0.754 0.463 0.8062
6.2686 24.0 18000 6.4830 0.4153 0.5185 0.4357 0.1936 0.3599 0.5638 0.2565 0.5512 0.7097 0.3662 0.6962 0.8644 0.3094 0.6929 0.4894 0.7422 0.327 0.6057 0.4827 0.6502 0.4523 0.7623 0.4311 0.8051
6.2248 25.0 18750 6.4580 0.4185 0.5236 0.4368 0.1904 0.3836 0.5621 0.2581 0.5522 0.7147 0.3648 0.6981 0.8709 0.3485 0.7084 0.4951 0.7403 0.2992 0.6044 0.4764 0.6485 0.4293 0.7623 0.4626 0.8244
6.1836 26.0 19500 6.3816 0.409 0.5098 0.4261 0.1801 0.3576 0.5532 0.2565 0.5488 0.709 0.3512 0.6896 0.8692 0.346 0.6987 0.4815 0.7371 0.316 0.5939 0.468 0.6456 0.3969 0.7696 0.4455 0.8094
6.1081 27.0 20250 6.3689 0.4353 0.5424 0.4541 0.1998 0.3836 0.59 0.2601 0.5534 0.7062 0.3602 0.6905 0.8619 0.3571 0.7043 0.4872 0.7239 0.3428 0.5987 0.4748 0.6425 0.4648 0.754 0.485 0.8136
6.0556 28.0 21000 6.2980 0.4485 0.5563 0.4722 0.1975 0.3939 0.6023 0.2601 0.5669 0.7112 0.3817 0.7007 0.8624 0.374 0.6922 0.5052 0.7325 0.3711 0.605 0.4843 0.6481 0.4912 0.7696 0.4654 0.8199
6.0679 29.0 21750 6.3997 0.4405 0.549 0.4616 0.1977 0.3874 0.5952 0.2613 0.5636 0.7091 0.3786 0.6907 0.8657 0.3799 0.6969 0.4922 0.7277 0.3397 0.5962 0.4864 0.6501 0.4746 0.7667 0.4705 0.8168
6.0305 30.0 22500 6.2970 0.446 0.5555 0.4681 0.1969 0.3891 0.6029 0.2586 0.5696 0.7044 0.3554 0.6874 0.8634 0.3717 0.6888 0.487 0.7091 0.3532 0.6011 0.4849 0.6395 0.4852 0.7721 0.4939 0.8159
5.9767 31.0 23250 6.4076 0.4397 0.5447 0.46 0.1956 0.3956 0.5888 0.2576 0.5584 0.7068 0.3703 0.6895 0.8603 0.3803 0.6971 0.495 0.7144 0.3434 0.5966 0.4825 0.645 0.4623 0.7783 0.4748 0.8097
5.8684 32.0 24000 6.3505 0.4361 0.5428 0.4554 0.1935 0.3869 0.5878 0.2588 0.5582 0.7008 0.3504 0.6793 0.863 0.3786 0.6954 0.4846 0.7222 0.3549 0.5894 0.4772 0.6367 0.4377 0.7554 0.4835 0.8054
5.8647 33.0 24750 6.3636 0.4509 0.5637 0.4727 0.2046 0.4048 0.6064 0.2628 0.567 0.7016 0.3577 0.6804 0.863 0.3936 0.6953 0.5076 0.7299 0.3737 0.586 0.4761 0.6325 0.4676 0.754 0.4868 0.8119
5.788 34.0 25500 6.2775 0.4285 0.5363 0.4477 0.2027 0.3874 0.5737 0.26 0.5532 0.6984 0.3511 0.6808 0.8581 0.3433 0.6871 0.4875 0.7271 0.3445 0.5913 0.4798 0.6319 0.4307 0.7438 0.4851 0.8094
5.8464 35.0 26250 6.3942 0.4417 0.5517 0.4628 0.1918 0.39 0.5908 0.2596 0.5599 0.7035 0.3593 0.6775 0.8647 0.3838 0.7041 0.4926 0.7261 0.3583 0.5865 0.4742 0.6428 0.4573 0.754 0.4839 0.8074
5.7879 36.0 27000 6.2911 0.447 0.5588 0.4678 0.194 0.399 0.6046 0.2578 0.5593 0.7025 0.3573 0.6805 0.8645 0.3865 0.7021 0.4919 0.7208 0.3727 0.5949 0.4854 0.6376 0.4548 0.7438 0.4904 0.8159
5.7664 37.0 27750 6.2178 0.4503 0.5608 0.4705 0.191 0.4056 0.6027 0.2588 0.5586 0.7012 0.3527 0.6762 0.8659 0.3789 0.6875 0.5122 0.7304 0.3547 0.5885 0.4798 0.6374 0.4758 0.7543 0.5002 0.8088
5.727 38.0 28500 6.3743 0.4351 0.5422 0.4548 0.1901 0.3971 0.5875 0.2587 0.5565 0.6945 0.343 0.673 0.8594 0.3747 0.679 0.4883 0.7225 0.3527 0.5723 0.472 0.6281 0.4504 0.7536 0.4726 0.8114
5.7168 39.0 29250 6.2719 0.4452 0.5573 0.4688 0.1923 0.4034 0.5991 0.2574 0.5631 0.7007 0.3472 0.6825 0.862 0.392 0.6955 0.4892 0.7207 0.3674 0.5764 0.4836 0.6369 0.4653 0.7605 0.4736 0.8142
5.6865 40.0 30000 6.2377 0.444 0.5581 0.4661 0.1908 0.3946 0.6011 0.2604 0.5599 0.7003 0.354 0.6705 0.8661 0.3932 0.6891 0.4921 0.7158 0.3636 0.5972 0.4777 0.6371 0.4647 0.7587 0.4725 0.804
5.6614 41.0 30750 6.2410 0.4335 0.5398 0.4554 0.1849 0.3892 0.5922 0.2599 0.5542 0.698 0.3335 0.6763 0.8634 0.3847 0.6876 0.4881 0.7222 0.353 0.5775 0.4778 0.6319 0.4217 0.758 0.476 0.8108
5.5945 42.0 31500 6.2131 0.439 0.5521 0.4575 0.1957 0.3957 0.5957 0.2603 0.5539 0.6954 0.3563 0.6691 0.8595 0.3809 0.685 0.4913 0.728 0.3617 0.579 0.4835 0.6336 0.4326 0.7362 0.4843 0.8105
5.5818 43.0 32250 6.2545 0.4385 0.5549 0.4623 0.1798 0.3858 0.6008 0.2576 0.5527 0.6916 0.3434 0.662 0.8558 0.4005 0.6886 0.4729 0.6977 0.3675 0.579 0.4832 0.6327 0.4142 0.7449 0.4925 0.8065
5.542 44.0 33000 6.2171 0.4475 0.5632 0.4702 0.1889 0.3985 0.6112 0.2603 0.566 0.6958 0.3447 0.6698 0.8617 0.3885 0.6783 0.494 0.7172 0.3739 0.582 0.4865 0.6372 0.4612 0.7518 0.4808 0.8085
5.5266 45.0 33750 6.2029 0.4423 0.5582 0.461 0.1728 0.3849 0.6085 0.2584 0.5572 0.6922 0.3366 0.6601 0.8609 0.4016 0.6896 0.491 0.7223 0.358 0.5769 0.4808 0.6317 0.4361 0.7322 0.486 0.8003
5.5562 46.0 34500 6.2331 0.4454 0.5608 0.4673 0.1811 0.3866 0.6105 0.2595 0.5624 0.6961 0.3382 0.6696 0.8612 0.3907 0.6909 0.4919 0.7143 0.3612 0.5802 0.486 0.6321 0.444 0.7522 0.4987 0.8068
5.4499 47.0 35250 6.3125 0.4369 0.551 0.4563 0.1795 0.3859 0.5942 0.2589 0.5597 0.692 0.3467 0.6605 0.8613 0.3837 0.6888 0.4848 0.714 0.3691 0.5803 0.479 0.628 0.4375 0.7417 0.4673 0.7991
5.4359 48.0 36000 6.3124 0.4374 0.553 0.455 0.1825 0.38 0.5991 0.2594 0.5551 0.6857 0.3291 0.651 0.8594 0.3863 0.675 0.4864 0.7195 0.3607 0.5583 0.4793 0.6275 0.433 0.7315 0.479 0.8026
5.4766 49.0 36750 6.3054 0.4339 0.5453 0.4532 0.1827 0.378 0.5931 0.2602 0.5538 0.6833 0.325 0.6507 0.8547 0.3724 0.6724 0.4792 0.7076 0.3568 0.5633 0.4685 0.6182 0.4506 0.7478 0.4759 0.7906
5.4528 50.0 37500 6.3904 0.4294 0.5435 0.4456 0.1868 0.3704 0.5882 0.2556 0.5532 0.6793 0.3325 0.6414 0.8514 0.3679 0.6752 0.4746 0.6971 0.3604 0.5657 0.4708 0.624 0.4435 0.7304 0.4589 0.7832
5.3467 51.0 38250 6.2699 0.4358 0.5508 0.4557 0.1777 0.3793 0.5954 0.2586 0.5533 0.6839 0.3338 0.6458 0.856 0.3812 0.6726 0.4731 0.7081 0.3554 0.5657 0.4765 0.6268 0.445 0.7337 0.4838 0.7966
5.3799 52.0 39000 6.2472 0.4384 0.5528 0.4581 0.1903 0.3782 0.6 0.2563 0.557 0.6885 0.3381 0.6606 0.8531 0.3781 0.6785 0.4784 0.7008 0.3667 0.5729 0.4774 0.6253 0.4493 0.754 0.4803 0.7994
5.305 53.0 39750 6.2013 0.4463 0.5619 0.4681 0.1805 0.3941 0.6094 0.2579 0.5632 0.6917 0.3475 0.6642 0.857 0.386 0.6795 0.4928 0.7155 0.3718 0.5723 0.4816 0.6273 0.4597 0.7547 0.4857 0.8009
5.329 54.0 40500 6.2392 0.443 0.5601 0.4644 0.182 0.3914 0.6022 0.2579 0.5553 0.6839 0.3359 0.6485 0.8534 0.3869 0.6751 0.4889 0.7088 0.3653 0.5686 0.4713 0.6237 0.4576 0.7377 0.4876 0.7898
5.2784 55.0 41250 6.2179 0.4412 0.5581 0.4585 0.1817 0.3951 0.6007 0.2597 0.5524 0.6812 0.3308 0.6469 0.8533 0.4033 0.677 0.4887 0.7053 0.3664 0.569 0.4752 0.6224 0.4499 0.7261 0.4637 0.7875
5.281 56.0 42000 6.2784 0.4394 0.5567 0.4606 0.1886 0.3812 0.599 0.2587 0.5495 0.6728 0.3259 0.6354 0.8455 0.3954 0.6621 0.4831 0.6989 0.3781 0.5577 0.467 0.6129 0.4537 0.729 0.459 0.7761
5.2675 57.0 42750 6.2558 0.441 0.5567 0.4633 0.1901 0.3924 0.5963 0.2577 0.5576 0.6801 0.3457 0.6447 0.8491 0.3758 0.6692 0.466 0.6839 0.3844 0.5735 0.4806 0.6269 0.4554 0.7315 0.4836 0.7957
5.2375 58.0 43500 6.2370 0.4428 0.562 0.4657 0.184 0.3878 0.6056 0.2596 0.56 0.6825 0.3371 0.6489 0.853 0.3791 0.6696 0.4882 0.7068 0.3792 0.5666 0.4751 0.6209 0.4734 0.7366 0.4617 0.7946
5.2265 59.0 44250 6.2781 0.4464 0.5668 0.4634 0.182 0.3937 0.6087 0.2609 0.5594 0.6794 0.3309 0.641 0.8524 0.4026 0.6791 0.4825 0.7053 0.3731 0.5643 0.4689 0.6142 0.4729 0.7275 0.4782 0.7861
5.2357 60.0 45000 6.1888 0.4492 0.5662 0.4701 0.1864 0.3953 0.6146 0.2591 0.563 0.6828 0.3255 0.6447 0.8578 0.3947 0.6688 0.4896 0.703 0.3841 0.57 0.4751 0.6206 0.4608 0.7373 0.4908 0.7969
5.2085 61.0 45750 6.1991 0.4427 0.5619 0.462 0.1849 0.3946 0.5987 0.2599 0.5587 0.6797 0.3345 0.6448 0.8491 0.3901 0.6705 0.4893 0.7038 0.3745 0.5626 0.4702 0.6182 0.4536 0.737 0.4786 0.7864
5.1593 62.0 46500 6.1731 0.4481 0.5659 0.4687 0.1873 0.398 0.6051 0.261 0.5608 0.6819 0.3343 0.6489 0.8503 0.3827 0.6637 0.4955 0.7073 0.3802 0.5728 0.4693 0.616 0.471 0.7388 0.4897 0.7929
5.1778 63.0 47250 6.2196 0.4424 0.5606 0.4618 0.171 0.3894 0.6034 0.2593 0.5582 0.6764 0.3346 0.6363 0.8494 0.3737 0.6554 0.4864 0.69 0.378 0.5618 0.4723 0.6233 0.4691 0.7388 0.4747 0.7889
5.1295 64.0 48000 6.1767 0.4468 0.5657 0.4678 0.183 0.3934 0.6093 0.261 0.5623 0.6808 0.3208 0.6446 0.8546 0.3795 0.6712 0.4921 0.7032 0.3813 0.5669 0.4743 0.6158 0.4782 0.7449 0.4754 0.7827
5.16 65.0 48750 6.2001 0.442 0.5615 0.4608 0.1825 0.3969 0.5983 0.2593 0.5589 0.6792 0.3456 0.6414 0.8477 0.3742 0.6678 0.4926 0.7052 0.3731 0.564 0.4721 0.6159 0.4676 0.7326 0.4721 0.7895
5.0983 66.0 49500 6.2311 0.4433 0.5658 0.463 0.1859 0.396 0.601 0.2597 0.5597 0.6775 0.3392 0.6401 0.847 0.3804 0.6651 0.487 0.6851 0.3749 0.5731 0.4709 0.6203 0.4686 0.7312 0.4782 0.7901
5.0803 67.0 50250 6.2476 0.4439 0.5634 0.4648 0.1798 0.3937 0.603 0.2593 0.5617 0.675 0.3132 0.6378 0.8521 0.3658 0.6533 0.4802 0.6869 0.3761 0.563 0.4724 0.6216 0.4809 0.7402 0.4883 0.7847
5.1045 68.0 51000 6.2300 0.4466 0.5676 0.4678 0.1803 0.3965 0.6095 0.26 0.5616 0.6754 0.3366 0.6338 0.8497 0.3805 0.6573 0.4823 0.6907 0.3791 0.5588 0.4731 0.6161 0.4822 0.7355 0.4822 0.794
5.0872 69.0 51750 6.2503 0.4484 0.5651 0.4699 0.1806 0.3965 0.6089 0.2583 0.5651 0.6799 0.3368 0.6447 0.8519 0.3823 0.663 0.4906 0.704 0.3738 0.561 0.4674 0.6168 0.4959 0.7406 0.4803 0.7937
5.0215 70.0 52500 6.1767 0.4475 0.5677 0.4668 0.1751 0.3954 0.6118 0.2609 0.5628 0.6784 0.3309 0.6465 0.85 0.3838 0.6659 0.4937 0.6985 0.37 0.5608 0.4716 0.6146 0.4709 0.7402 0.4949 0.7906
5.0807 71.0 53250 6.2393 0.4483 0.5692 0.4668 0.1772 0.3937 0.6122 0.2597 0.5586 0.6743 0.3221 0.6336 0.85 0.3929 0.6605 0.4895 0.6897 0.3787 0.5609 0.4751 0.6191 0.4732 0.7341 0.4804 0.7815
5.0682 72.0 54000 6.2488 0.4468 0.5653 0.4661 0.1872 0.3929 0.6094 0.2613 0.5613 0.6743 0.3231 0.6351 0.8493 0.3845 0.657 0.4858 0.6959 0.3774 0.5586 0.4719 0.6157 0.477 0.7359 0.4843 0.7827
5.0233 73.0 54750 6.2666 0.4459 0.5644 0.4666 0.1847 0.3955 0.6062 0.2604 0.5585 0.6735 0.3233 0.6272 0.8514 0.3873 0.6603 0.486 0.6956 0.3737 0.5565 0.4742 0.6165 0.4811 0.7391 0.473 0.773
4.9752 74.0 55500 6.2545 0.4489 0.5691 0.4676 0.1729 0.3926 0.6154 0.2601 0.5596 0.6736 0.3174 0.6337 0.851 0.3901 0.6523 0.4871 0.697 0.3795 0.5563 0.4752 0.6175 0.4799 0.7377 0.4819 0.7807
5.0232 75.0 56250 6.1944 0.4557 0.5757 0.4746 0.1847 0.4021 0.6203 0.2611 0.5591 0.6742 0.3238 0.6329 0.8502 0.4023 0.6603 0.4943 0.6918 0.383 0.5565 0.4779 0.6204 0.495 0.7366 0.4818 0.7798
4.9926 76.0 57000 6.2668 0.4477 0.5678 0.4648 0.1877 0.3888 0.6153 0.2594 0.5595 0.6737 0.3225 0.6312 0.8506 0.3977 0.6638 0.4796 0.6906 0.3804 0.556 0.4746 0.6149 0.4765 0.7409 0.4771 0.7761
4.9266 77.0 57750 6.2672 0.4476 0.5692 0.4654 0.1829 0.3854 0.6136 0.2596 0.5596 0.677 0.3297 0.6367 0.8514 0.382 0.6603 0.4844 0.6922 0.3827 0.5615 0.4727 0.619 0.4875 0.7435 0.4761 0.7855
4.9304 78.0 58500 6.2523 0.4481 0.5717 0.4657 0.1794 0.394 0.6115 0.2609 0.5598 0.6739 0.3181 0.6348 0.8496 0.4007 0.6694 0.4855 0.6894 0.372 0.5511 0.4718 0.6168 0.4809 0.738 0.4779 0.7787
4.957 79.0 59250 6.2808 0.4451 0.5648 0.4639 0.1849 0.3898 0.6095 0.2603 0.5556 0.6724 0.3028 0.6358 0.8488 0.3905 0.6618 0.4803 0.6843 0.3814 0.5583 0.4738 0.6165 0.4669 0.7344 0.478 0.7793
4.8777 80.0 60000 6.2929 0.4426 0.5615 0.4624 0.1762 0.3833 0.6091 0.2617 0.5535 0.6746 0.309 0.6388 0.8499 0.3926 0.6579 0.4793 0.6884 0.3789 0.5621 0.473 0.6182 0.4642 0.7391 0.4678 0.7815
4.8836 81.0 60750 6.3328 0.4397 0.5586 0.4576 0.1734 0.3775 0.6062 0.2585 0.5571 0.6703 0.3053 0.6305 0.8486 0.3919 0.6621 0.4794 0.6889 0.3738 0.5535 0.4679 0.61 0.4705 0.733 0.4548 0.7741
4.8656 82.0 61500 6.3035 0.4432 0.5631 0.4623 0.1793 0.3829 0.61 0.2606 0.5591 0.6707 0.3011 0.6302 0.8487 0.3932 0.6581 0.4841 0.6921 0.3816 0.5607 0.4694 0.6115 0.4731 0.7341 0.4576 0.7679
4.9239 83.0 62250 6.2933 0.4457 0.5664 0.4647 0.1793 0.3859 0.6128 0.2635 0.5587 0.6684 0.3027 0.6276 0.8464 0.3953 0.659 0.4881 0.6837 0.3819 0.5543 0.4709 0.6102 0.4784 0.7355 0.4594 0.7676
4.9122 84.0 63000 6.2884 0.4457 0.5655 0.4678 0.1804 0.3862 0.6125 0.2624 0.5589 0.6711 0.3021 0.6355 0.8476 0.3918 0.6575 0.4833 0.6904 0.3823 0.551 0.472 0.614 0.4761 0.7442 0.4687 0.7696
4.8977 85.0 63750 6.3108 0.4416 0.563 0.4619 0.1783 0.3778 0.6104 0.2612 0.5545 0.6672 0.3067 0.6209 0.8481 0.3937 0.6537 0.4804 0.6906 0.383 0.5519 0.4658 0.6061 0.4684 0.7297 0.458 0.7713
4.8675 86.0 64500 6.3236 0.4404 0.5605 0.4604 0.1708 0.3784 0.6074 0.2615 0.5549 0.6658 0.2959 0.6257 0.8441 0.3893 0.6547 0.4862 0.6909 0.3765 0.5479 0.4646 0.6089 0.4654 0.7264 0.4607 0.7662
4.8533 87.0 65250 6.3421 0.4408 0.5617 0.461 0.1734 0.3823 0.6057 0.2596 0.5563 0.6681 0.302 0.6266 0.8463 0.3909 0.6567 0.4833 0.6857 0.3787 0.552 0.4669 0.6078 0.4686 0.7315 0.4565 0.7747
4.825 88.0 66000 6.2747 0.444 0.5642 0.4658 0.1738 0.3839 0.6104 0.2598 0.559 0.6706 0.31 0.6287 0.8497 0.3892 0.6553 0.4849 0.697 0.382 0.551 0.4681 0.6099 0.4734 0.7341 0.4667 0.7764
4.8145 89.0 66750 6.3126 0.4411 0.5598 0.4613 0.1775 0.3825 0.6088 0.26 0.5594 0.6678 0.3025 0.6257 0.8472 0.3917 0.6529 0.4815 0.6871 0.3821 0.5509 0.4673 0.608 0.4651 0.733 0.4591 0.7753
4.8493 90.0 67500 6.2999 0.4431 0.5608 0.4624 0.1679 0.3876 0.6102 0.2616 0.5589 0.6683 0.3006 0.6288 0.8479 0.3894 0.6485 0.4891 0.6877 0.3833 0.5543 0.4687 0.6102 0.4556 0.7377 0.4727 0.7713
4.8423 91.0 68250 6.3150 0.4382 0.5573 0.457 0.1689 0.3792 0.6039 0.2598 0.555 0.6643 0.3027 0.6209 0.8435 0.3867 0.6515 0.483 0.6898 0.3796 0.5465 0.4672 0.6079 0.4495 0.7181 0.4633 0.7722
4.7894 92.0 69000 6.3115 0.4415 0.5618 0.4605 0.166 0.3849 0.6085 0.2608 0.5581 0.6649 0.3045 0.6213 0.8445 0.3947 0.6511 0.4878 0.6869 0.3843 0.5506 0.465 0.6054 0.4568 0.7261 0.4602 0.769
4.849 93.0 69750 6.3029 0.4416 0.5616 0.4599 0.1697 0.387 0.6074 0.261 0.5579 0.6665 0.3036 0.6278 0.8442 0.3923 0.647 0.4863 0.6898 0.3829 0.5516 0.4671 0.6051 0.4571 0.7322 0.4637 0.7733
4.8028 94.0 70500 6.3065 0.4427 0.5617 0.4605 0.1672 0.3881 0.6088 0.2598 0.5575 0.6673 0.2963 0.6258 0.8476 0.3918 0.6496 0.4876 0.6906 0.3865 0.5541 0.4698 0.6075 0.4548 0.729 0.4653 0.773
4.793 95.0 71250 6.2999 0.4445 0.5634 0.4655 0.1724 0.3919 0.6091 0.2612 0.5605 0.6682 0.3044 0.6292 0.8443 0.3943 0.6571 0.4836 0.6847 0.3836 0.5549 0.4688 0.6077 0.4697 0.729 0.4672 0.7756
4.8158 96.0 72000 6.3165 0.4415 0.5604 0.462 0.1707 0.3845 0.6072 0.2609 0.5554 0.663 0.2985 0.6182 0.8439 0.3929 0.6501 0.4828 0.6859 0.3824 0.5475 0.4686 0.6096 0.4588 0.717 0.4635 0.7682
4.8118 97.0 72750 6.3205 0.4409 0.5598 0.4608 0.1678 0.3838 0.6078 0.2602 0.5563 0.6637 0.2934 0.6214 0.8441 0.3923 0.6467 0.4849 0.6825 0.381 0.548 0.4667 0.6073 0.4571 0.7246 0.4634 0.7727
4.8213 98.0 73500 6.2950 0.4442 0.5635 0.4659 0.1739 0.3899 0.6099 0.2612 0.5572 0.6651 0.3 0.6234 0.8441 0.3959 0.6501 0.4818 0.6868 0.3816 0.5504 0.468 0.606 0.4654 0.7315 0.4728 0.7659
4.818 99.0 74250 6.2877 0.442 0.5602 0.4624 0.1692 0.3862 0.6085 0.2606 0.5603 0.6657 0.2945 0.6237 0.846 0.391 0.6496 0.489 0.6883 0.3802 0.5521 0.4682 0.6062 0.4537 0.7246 0.4699 0.7736
4.7429 100.0 75000 6.2876 0.443 0.5617 0.4626 0.1725 0.3891 0.6083 0.2613 0.5574 0.667 0.3021 0.627 0.8459 0.3887 0.649 0.4869 0.6915 0.3849 0.5506 0.4672 0.6056 0.4633 0.7304 0.4672 0.775

Framework versions

  • Transformers 4.53.0.dev0
  • Pytorch 2.6.0+cu124
  • Datasets 3.6.0
  • Tokenizers 0.21.1