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Helldivers2ASR_V4

Safetensors
wav2vec2
Generated from Trainer
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  1. README.md +62 -62
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [facebook/wav2vec2-large-960h](https://huggingface.co/facebook/wav2vec2-large-960h) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 22.0317
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- - Wer: 0.0531
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  ## Model description
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@@ -51,66 +51,66 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:-----:|:---------------:|:------:|
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- | 898.4883 | 1.0 | 505 | 613.9966 | 0.5030 |
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- | 700.9432 | 2.0 | 1010 | 474.9732 | 0.4287 |
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- | 616.9108 | 3.0 | 1515 | 412.2095 | 0.3757 |
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- | 546.7158 | 4.0 | 2020 | 376.4230 | 0.3477 |
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- | 495.3992 | 5.0 | 2525 | 327.5403 | 0.3052 |
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- | 457.4469 | 6.0 | 3030 | 277.4165 | 0.2692 |
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- | 419.2608 | 7.0 | 3535 | 264.2311 | 0.2557 |
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- | 387.4688 | 8.0 | 4040 | 260.7827 | 0.2309 |
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- | 358.4347 | 9.0 | 4545 | 213.9615 | 0.2112 |
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- | 334.2494 | 10.0 | 5050 | 198.8723 | 0.1903 |
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- | 309.9395 | 11.0 | 5555 | 164.4527 | 0.1853 |
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- | 288.1617 | 12.0 | 6060 | 164.5457 | 0.1783 |
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- | 265.1981 | 13.0 | 6565 | 151.1678 | 0.1663 |
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- | 247.7314 | 14.0 | 7070 | 142.4500 | 0.1665 |
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- | 234.6288 | 15.0 | 7575 | 119.6140 | 0.1476 |
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- | 217.8525 | 16.0 | 8080 | 118.9178 | 0.1399 |
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- | 212.3975 | 17.0 | 8585 | 109.2142 | 0.1278 |
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- | 197.9598 | 18.0 | 9090 | 98.2246 | 0.1245 |
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- | 181.3615 | 19.0 | 9595 | 98.2521 | 0.1250 |
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- | 177.8549 | 20.0 | 10100 | 83.1861 | 0.1130 |
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- | 170.1361 | 21.0 | 10605 | 83.6687 | 0.1139 |
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- | 152.4907 | 22.0 | 11110 | 72.1740 | 0.0974 |
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- | 149.9199 | 23.0 | 11615 | 76.4454 | 0.0990 |
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- | 146.3055 | 24.0 | 12120 | 66.7212 | 0.0949 |
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- | 140.3444 | 25.0 | 12625 | 65.7427 | 0.0927 |
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- | 131.9466 | 26.0 | 13130 | 62.4010 | 0.0875 |
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- | 131.0567 | 27.0 | 13635 | 63.4794 | 0.0921 |
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- | 120.657 | 28.0 | 14140 | 58.2065 | 0.0824 |
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- | 118.117 | 29.0 | 14645 | 57.8397 | 0.0762 |
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- | 112.2041 | 30.0 | 15150 | 48.3423 | 0.0791 |
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- | 112.5141 | 31.0 | 15655 | 51.5712 | 0.0825 |
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- | 103.9626 | 32.0 | 16160 | 42.7415 | 0.0661 |
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- | 100.5436 | 33.0 | 16665 | 45.6458 | 0.0704 |
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- | 101.6996 | 34.0 | 17170 | 41.2959 | 0.0647 |
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- | 94.8516 | 35.0 | 17675 | 41.7417 | 0.0694 |
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- | 96.989 | 36.0 | 18180 | 41.1608 | 0.0647 |
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- | 92.9812 | 37.0 | 18685 | 44.2804 | 0.0738 |
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- | 88.2919 | 38.0 | 19190 | 41.8735 | 0.0654 |
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- | 84.4574 | 39.0 | 19695 | 41.3105 | 0.0615 |
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- | 82.7767 | 40.0 | 20200 | 39.5144 | 0.0651 |
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- | 80.9119 | 41.0 | 20705 | 31.5262 | 0.0545 |
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- | 80.6782 | 42.0 | 21210 | 34.7946 | 0.0603 |
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- | 76.5013 | 43.0 | 21715 | 31.3224 | 0.0594 |
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- | 76.2344 | 44.0 | 22220 | 35.6723 | 0.0625 |
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- | 76.0117 | 45.0 | 22725 | 32.7431 | 0.0688 |
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- | 75.4117 | 46.0 | 23230 | 34.8090 | 0.0617 |
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- | 74.5649 | 47.0 | 23735 | 35.5215 | 0.0726 |
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- | 70.9009 | 48.0 | 24240 | 30.4729 | 0.0654 |
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- | 70.0265 | 49.0 | 24745 | 34.5584 | 0.0719 |
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- | 70.4782 | 50.0 | 25250 | 38.5341 | 0.0699 |
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- | 66.4355 | 51.0 | 25755 | 31.3699 | 0.0700 |
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- | 68.6737 | 52.0 | 26260 | 37.2897 | 0.0695 |
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- | 64.2738 | 53.0 | 26765 | 33.8824 | 0.0699 |
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- | 62.5659 | 54.0 | 27270 | 29.2762 | 0.0632 |
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- | 62.469 | 55.0 | 27775 | 32.5962 | 0.0692 |
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- | 60.5259 | 56.0 | 28280 | 28.6182 | 0.0656 |
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- | 61.5349 | 57.0 | 28785 | 27.0813 | 0.0617 |
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- | 59.6488 | 58.0 | 29290 | 23.4508 | 0.0565 |
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- | 59.56 | 59.0 | 29795 | 29.5856 | 0.0575 |
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- | 58.864 | 60.0 | 30300 | 22.0317 | 0.0531 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [facebook/wav2vec2-large-960h](https://huggingface.co/facebook/wav2vec2-large-960h) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 23.9309
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+ - Wer: 0.0418
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:-----:|:---------------:|:------:|
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+ | 860.6827 | 1.0 | 505 | 518.6855 | 0.4561 |
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+ | 646.7485 | 2.0 | 1010 | 404.5416 | 0.3735 |
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+ | 550.9087 | 3.0 | 1515 | 347.0684 | 0.3078 |
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+ | 479.678 | 4.0 | 2020 | 319.9583 | 0.2773 |
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+ | 425.8765 | 5.0 | 2525 | 278.4693 | 0.2440 |
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+ | 384.8481 | 6.0 | 3030 | 255.8700 | 0.2202 |
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+ | 347.8814 | 7.0 | 3535 | 194.1332 | 0.1985 |
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+ | 316.2373 | 8.0 | 4040 | 186.0174 | 0.1867 |
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+ | 285.9741 | 9.0 | 4545 | 162.6776 | 0.1665 |
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+ | 265.6298 | 10.0 | 5050 | 136.8190 | 0.1377 |
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+ | 246.6871 | 11.0 | 5555 | 115.5616 | 0.1296 |
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+ | 220.2408 | 12.0 | 6060 | 119.0393 | 0.1281 |
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+ | 206.048 | 13.0 | 6565 | 105.3089 | 0.1142 |
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+ | 187.9322 | 14.0 | 7070 | 104.7907 | 0.1088 |
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+ | 179.1001 | 15.0 | 7575 | 84.0504 | 0.0909 |
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+ | 166.2595 | 16.0 | 8080 | 77.4637 | 0.1009 |
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+ | 160.3703 | 17.0 | 8585 | 70.2956 | 0.0825 |
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+ | 146.5175 | 18.0 | 9090 | 65.9802 | 0.0793 |
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+ | 135.1917 | 19.0 | 9595 | 69.4915 | 0.0824 |
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+ | 129.9824 | 20.0 | 10100 | 60.3350 | 0.0807 |
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+ | 128.6042 | 21.0 | 10605 | 56.4799 | 0.0743 |
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+ | 119.3818 | 22.0 | 11110 | 58.4327 | 0.0745 |
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+ | 111.8126 | 23.0 | 11615 | 49.4417 | 0.0733 |
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+ | 104.4044 | 24.0 | 12120 | 50.4322 | 0.0726 |
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+ | 105.2895 | 25.0 | 12625 | 48.5079 | 0.0738 |
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+ | 98.1706 | 26.0 | 13130 | 39.8806 | 0.0627 |
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+ | 96.8815 | 27.0 | 13635 | 43.9033 | 0.0683 |
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+ | 94.4319 | 28.0 | 14140 | 40.7528 | 0.0644 |
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+ | 88.7985 | 29.0 | 14645 | 38.5910 | 0.0841 |
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+ | 89.5256 | 30.0 | 15150 | 45.4595 | 0.0807 |
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+ | 86.8755 | 31.0 | 15655 | 43.6640 | 0.0709 |
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+ | 83.8043 | 32.0 | 16160 | 41.5719 | 0.0579 |
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+ | 80.2981 | 33.0 | 16665 | 32.2402 | 0.0632 |
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+ | 80.228 | 34.0 | 17170 | 37.0875 | 0.0680 |
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+ | 75.8638 | 35.0 | 17675 | 34.1005 | 0.0565 |
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+ | 73.154 | 36.0 | 18180 | 33.2692 | 0.0637 |
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+ | 68.464 | 37.0 | 18685 | 31.7566 | 0.0545 |
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+ | 67.3167 | 38.0 | 19190 | 31.6638 | 0.0514 |
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+ | 63.2984 | 39.0 | 19695 | 28.8354 | 0.0512 |
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+ | 62.8066 | 40.0 | 20200 | 28.3509 | 0.0551 |
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+ | 63.414 | 41.0 | 20705 | 24.4108 | 0.0504 |
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+ | 64.3067 | 42.0 | 21210 | 26.4849 | 0.0569 |
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+ | 57.9233 | 43.0 | 21715 | 24.2229 | 0.0587 |
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+ | 59.5782 | 44.0 | 22220 | 22.2866 | 0.0617 |
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+ | 56.6089 | 45.0 | 22725 | 26.2410 | 0.0444 |
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+ | 59.7503 | 46.0 | 23230 | 30.5061 | 0.0584 |
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+ | 54.7057 | 47.0 | 23735 | 27.0451 | 0.0512 |
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+ | 57.7382 | 48.0 | 24240 | 21.9726 | 0.0521 |
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+ | 50.2926 | 49.0 | 24745 | 26.2113 | 0.0534 |
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+ | 52.8126 | 50.0 | 25250 | 28.5752 | 0.0515 |
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+ | 50.02 | 51.0 | 25755 | 25.0730 | 0.0512 |
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+ | 50.0685 | 52.0 | 26260 | 23.9120 | 0.0519 |
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+ | 49.0512 | 53.0 | 26765 | 27.2960 | 0.0603 |
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+ | 54.5931 | 54.0 | 27270 | 23.2472 | 0.0546 |
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+ | 46.7353 | 55.0 | 27775 | 25.7537 | 0.0546 |
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+ | 48.7158 | 56.0 | 28280 | 28.0895 | 0.0447 |
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+ | 47.141 | 57.0 | 28785 | 23.7680 | 0.0462 |
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+ | 46.1992 | 58.0 | 29290 | 21.9848 | 0.0413 |
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+ | 44.0671 | 59.0 | 29795 | 26.6304 | 0.0507 |
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+ | 44.9467 | 60.0 | 30300 | 23.9309 | 0.0418 |
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  ### Framework versions
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@@ -1,3 +1,3 @@
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