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--- |
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license: apache-2.0 |
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base_model: microsoft/conditional-detr-resnet-50 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: conditional-detr-resnet-50-dsi-v1 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# conditional-detr-resnet-50-dsi-v1 |
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This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co./microsoft/conditional-detr-resnet-50) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.4557 |
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- Map: 0.464 |
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- Map 50: 0.8455 |
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- Map 75: 0.4707 |
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- Map Small: 0.2749 |
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- Map Medium: 0.5121 |
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- Map Large: 0.0 |
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- Mar 1: 0.107 |
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- Mar 10: 0.442 |
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- Mar 100: 0.5911 |
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- Mar Small: 0.4334 |
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- Mar Medium: 0.6371 |
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- Mar Large: 0.0 |
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- Map Falciparum Trophozoite: 0.33 |
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- Mar 100 Falciparum Trophozoite: 0.5045 |
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- Map Wbc: 0.598 |
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- Mar 100 Wbc: 0.6777 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 20 |
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- eval_batch_size: 20 |
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- seed: 42 |
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- gradient_accumulation_steps: 2 |
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- total_train_batch_size: 40 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: cosine |
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- lr_scheduler_warmup_ratio: 0.1 |
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- num_epochs: 100 |
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### Training results |
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| 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 Falciparum Trophozoite | Mar 100 Falciparum Trophozoite | Map Wbc | Mar 100 Wbc | |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:--------------------------:|:------------------------------:|:-------:|:-----------:| |
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| 4.7221 | 1.0 | 92 | 1.7449 | 0.0002 | 0.001 | 0.0 | 0.0001 | 0.0003 | 0.0 | 0.0003 | 0.0067 | 0.0595 | 0.0175 | 0.0753 | 0.0 | 0.0 | 0.0039 | 0.0004 | 0.1151 | |
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| 0.9978 | 2.0 | 184 | 0.7737 | 0.0425 | 0.1154 | 0.02 | 0.0004 | 0.066 | 0.0 | 0.0096 | 0.0532 | 0.1973 | 0.0122 | 0.2436 | 0.0 | 0.0843 | 0.3754 | 0.0007 | 0.0192 | |
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| 0.7366 | 3.0 | 276 | 0.6922 | 0.0933 | 0.2277 | 0.0592 | 0.0045 | 0.1223 | 0.0 | 0.0367 | 0.1627 | 0.3295 | 0.0883 | 0.3992 | 0.0 | 0.1307 | 0.4129 | 0.056 | 0.246 | |
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| 0.675 | 4.0 | 368 | 0.6484 | 0.1838 | 0.4025 | 0.1488 | 0.0209 | 0.2377 | 0.0 | 0.0588 | 0.2531 | 0.4501 | 0.159 | 0.5383 | 0.0 | 0.1696 | 0.435 | 0.1981 | 0.4651 | |
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| 0.6388 | 5.0 | 460 | 0.6139 | 0.2377 | 0.494 | 0.2059 | 0.0667 | 0.2942 | 0.0 | 0.0761 | 0.3152 | 0.5005 | 0.2146 | 0.5866 | 0.0 | 0.2014 | 0.4489 | 0.2739 | 0.5522 | |
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| 0.6162 | 6.0 | 552 | 0.6061 | 0.3054 | 0.6205 | 0.2707 | 0.1176 | 0.3678 | 0.0 | 0.0809 | 0.3384 | 0.4981 | 0.2407 | 0.5756 | 0.0 | 0.2209 | 0.4398 | 0.3899 | 0.5565 | |
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| 0.5872 | 7.0 | 644 | 0.5732 | 0.3392 | 0.6905 | 0.3015 | 0.1437 | 0.396 | 0.0 | 0.0827 | 0.3605 | 0.5122 | 0.2921 | 0.5768 | 0.0 | 0.2449 | 0.4433 | 0.4336 | 0.5811 | |
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| 0.5694 | 8.0 | 736 | 0.5545 | 0.3571 | 0.7159 | 0.3163 | 0.1592 | 0.4164 | 0.0 | 0.0856 | 0.3778 | 0.5211 | 0.2874 | 0.5901 | 0.0 | 0.2518 | 0.4433 | 0.4625 | 0.5988 | |
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| 0.5566 | 9.0 | 828 | 0.5635 | 0.3532 | 0.7262 | 0.3138 | 0.1461 | 0.414 | 0.0 | 0.086 | 0.3607 | 0.4992 | 0.2613 | 0.5701 | 0.0 | 0.2531 | 0.4319 | 0.4532 | 0.5664 | |
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| 0.5462 | 10.0 | 920 | 0.5554 | 0.3748 | 0.7365 | 0.3441 | 0.1652 | 0.4372 | 0.0 | 0.0899 | 0.3838 | 0.5199 | 0.2816 | 0.5907 | 0.0 | 0.2596 | 0.4302 | 0.4901 | 0.6096 | |
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| 0.5402 | 11.0 | 1012 | 0.5313 | 0.3817 | 0.7606 | 0.3513 | 0.1725 | 0.4418 | 0.0 | 0.0925 | 0.386 | 0.5272 | 0.3002 | 0.5948 | 0.0 | 0.2723 | 0.4495 | 0.4912 | 0.605 | |
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| 0.5288 | 12.0 | 1104 | 0.5280 | 0.3855 | 0.7707 | 0.3457 | 0.1872 | 0.4383 | 0.0 | 0.0925 | 0.3898 | 0.5298 | 0.3371 | 0.5855 | 0.0 | 0.2687 | 0.4404 | 0.5023 | 0.6191 | |
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| 0.5243 | 13.0 | 1196 | 0.5206 | 0.3996 | 0.7756 | 0.3808 | 0.1875 | 0.4581 | 0.0 | 0.0952 | 0.4011 | 0.5401 | 0.3348 | 0.6008 | 0.0 | 0.28 | 0.4501 | 0.5192 | 0.6301 | |
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| 0.5235 | 14.0 | 1288 | 0.5228 | 0.3932 | 0.7769 | 0.3634 | 0.1787 | 0.4557 | 0.0 | 0.0956 | 0.3939 | 0.5325 | 0.3017 | 0.601 | 0.0 | 0.281 | 0.4491 | 0.5055 | 0.616 | |
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| 0.5173 | 15.0 | 1380 | 0.5254 | 0.3904 | 0.7797 | 0.3519 | 0.1856 | 0.4468 | 0.0 | 0.0916 | 0.3907 | 0.5314 | 0.3251 | 0.5917 | 0.0 | 0.2818 | 0.4452 | 0.4989 | 0.6177 | |
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| 0.5139 | 16.0 | 1472 | 0.5161 | 0.4111 | 0.7943 | 0.3818 | 0.1983 | 0.4686 | 0.0 | 0.0958 | 0.4023 | 0.5438 | 0.347 | 0.6021 | 0.0 | 0.2938 | 0.4551 | 0.5283 | 0.6325 | |
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| 0.506 | 17.0 | 1564 | 0.5176 | 0.395 | 0.7903 | 0.3601 | 0.1826 | 0.4533 | 0.0 | 0.0919 | 0.3932 | 0.5298 | 0.3205 | 0.5914 | 0.0 | 0.2779 | 0.444 | 0.5122 | 0.6156 | |
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| 0.5034 | 18.0 | 1656 | 0.5138 | 0.3825 | 0.7854 | 0.3312 | 0.1845 | 0.4381 | 0.0 | 0.088 | 0.3914 | 0.5284 | 0.3272 | 0.5885 | 0.0 | 0.2863 | 0.4509 | 0.4786 | 0.6058 | |
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| 0.5008 | 19.0 | 1748 | 0.5093 | 0.4148 | 0.7981 | 0.392 | 0.2019 | 0.4725 | 0.0 | 0.0974 | 0.4092 | 0.5484 | 0.3377 | 0.6107 | 0.0 | 0.2918 | 0.4554 | 0.5378 | 0.6415 | |
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| 0.4989 | 20.0 | 1840 | 0.5151 | 0.4172 | 0.8046 | 0.3923 | 0.2022 | 0.475 | 0.0 | 0.0963 | 0.4082 | 0.5464 | 0.3361 | 0.6076 | 0.0 | 0.2931 | 0.4545 | 0.5413 | 0.6383 | |
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| 0.5017 | 21.0 | 1932 | 0.5083 | 0.4049 | 0.7912 | 0.3744 | 0.1888 | 0.4647 | 0.0 | 0.0964 | 0.3993 | 0.5389 | 0.3225 | 0.6026 | 0.0 | 0.2873 | 0.4575 | 0.5224 | 0.6203 | |
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| 0.4945 | 22.0 | 2024 | 0.5225 | 0.408 | 0.8057 | 0.3732 | 0.1938 | 0.4662 | 0.0 | 0.093 | 0.3986 | 0.5361 | 0.3277 | 0.5974 | 0.0 | 0.2922 | 0.4491 | 0.5237 | 0.6231 | |
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| 0.4925 | 23.0 | 2116 | 0.5122 | 0.4203 | 0.8092 | 0.402 | 0.21 | 0.4768 | 0.0 | 0.1006 | 0.4106 | 0.5488 | 0.3525 | 0.6064 | 0.0 | 0.2917 | 0.4549 | 0.5489 | 0.6427 | |
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| 0.49 | 24.0 | 2208 | 0.4960 | 0.4204 | 0.8056 | 0.4077 | 0.2244 | 0.4713 | 0.0 | 0.0976 | 0.4124 | 0.5532 | 0.378 | 0.604 | 0.0 | 0.2994 | 0.4658 | 0.5413 | 0.6406 | |
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| 0.4876 | 25.0 | 2300 | 0.5023 | 0.4254 | 0.8086 | 0.4104 | 0.218 | 0.4794 | 0.0 | 0.0993 | 0.4129 | 0.5507 | 0.3687 | 0.604 | 0.0 | 0.2969 | 0.4602 | 0.554 | 0.6412 | |
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| 0.4879 | 26.0 | 2392 | 0.5008 | 0.4256 | 0.8071 | 0.4155 | 0.2167 | 0.4791 | 0.0 | 0.0991 | 0.4186 | 0.5612 | 0.3794 | 0.6146 | 0.0 | 0.2913 | 0.4658 | 0.5598 | 0.6566 | |
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| 0.4874 | 27.0 | 2484 | 0.5059 | 0.4122 | 0.8017 | 0.3874 | 0.2054 | 0.4665 | 0.0 | 0.097 | 0.4035 | 0.5407 | 0.3503 | 0.5965 | 0.0 | 0.2832 | 0.4487 | 0.5412 | 0.6327 | |
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| 0.4871 | 28.0 | 2576 | 0.4942 | 0.4217 | 0.8088 | 0.4083 | 0.225 | 0.4719 | 0.0 | 0.0993 | 0.4124 | 0.5534 | 0.3832 | 0.6031 | 0.0 | 0.2992 | 0.4666 | 0.5441 | 0.6402 | |
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| 0.4816 | 29.0 | 2668 | 0.5000 | 0.402 | 0.8012 | 0.3715 | 0.2032 | 0.4541 | 0.0 | 0.0942 | 0.3996 | 0.5358 | 0.3517 | 0.5897 | 0.0 | 0.2861 | 0.4511 | 0.518 | 0.6206 | |
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| 0.4822 | 30.0 | 2760 | 0.4866 | 0.4339 | 0.8138 | 0.4283 | 0.2312 | 0.4857 | 0.0 | 0.1023 | 0.4216 | 0.5668 | 0.3931 | 0.6173 | 0.0 | 0.3024 | 0.4774 | 0.5653 | 0.6561 | |
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| 0.4795 | 31.0 | 2852 | 0.4961 | 0.4278 | 0.8102 | 0.4104 | 0.2215 | 0.4834 | 0.0 | 0.0998 | 0.4183 | 0.5591 | 0.3702 | 0.6143 | 0.0 | 0.3028 | 0.4665 | 0.5528 | 0.6516 | |
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| 0.4821 | 32.0 | 2944 | 0.4932 | 0.4281 | 0.8132 | 0.417 | 0.2247 | 0.4814 | 0.0 | 0.1003 | 0.4171 | 0.5631 | 0.3847 | 0.6152 | 0.0 | 0.2988 | 0.4747 | 0.5574 | 0.6515 | |
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| 0.4782 | 33.0 | 3036 | 0.4968 | 0.4297 | 0.8166 | 0.4233 | 0.2252 | 0.4828 | 0.0 | 0.1007 | 0.4194 | 0.5653 | 0.3742 | 0.6211 | 0.0 | 0.3031 | 0.4792 | 0.5562 | 0.6515 | |
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| 0.4772 | 34.0 | 3128 | 0.4929 | 0.4273 | 0.8143 | 0.4142 | 0.2273 | 0.479 | 0.0 | 0.1001 | 0.4196 | 0.561 | 0.3861 | 0.612 | 0.0 | 0.2989 | 0.4685 | 0.5557 | 0.6535 | |
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| 0.4758 | 35.0 | 3220 | 0.4857 | 0.4245 | 0.8112 | 0.4139 | 0.2263 | 0.4756 | 0.0 | 0.0981 | 0.4164 | 0.5587 | 0.3831 | 0.6097 | 0.0 | 0.3034 | 0.4787 | 0.5457 | 0.6387 | |
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| 0.4762 | 36.0 | 3312 | 0.4878 | 0.4345 | 0.8166 | 0.4238 | 0.2319 | 0.4856 | 0.0 | 0.1006 | 0.4201 | 0.5657 | 0.3906 | 0.6167 | 0.0 | 0.3072 | 0.4813 | 0.5617 | 0.6502 | |
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| 0.4748 | 37.0 | 3404 | 0.4911 | 0.4278 | 0.8174 | 0.4038 | 0.2217 | 0.4808 | 0.0 | 0.0993 | 0.4133 | 0.5584 | 0.3703 | 0.6128 | 0.0 | 0.3087 | 0.4808 | 0.547 | 0.636 | |
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| 0.4746 | 38.0 | 3496 | 0.4900 | 0.4356 | 0.8275 | 0.4197 | 0.2275 | 0.4893 | 0.0 | 0.1002 | 0.418 | 0.5633 | 0.3826 | 0.6165 | 0.0 | 0.3101 | 0.4774 | 0.5611 | 0.6492 | |
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| 0.4712 | 39.0 | 3588 | 0.4903 | 0.4377 | 0.8223 | 0.4319 | 0.2414 | 0.4894 | 0.0 | 0.1025 | 0.4227 | 0.5673 | 0.3893 | 0.6193 | 0.0 | 0.3079 | 0.4776 | 0.5676 | 0.6571 | |
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| 0.4703 | 40.0 | 3680 | 0.4841 | 0.433 | 0.8224 | 0.4165 | 0.2357 | 0.4844 | 0.0 | 0.1011 | 0.4205 | 0.5656 | 0.3897 | 0.617 | 0.0 | 0.306 | 0.4754 | 0.5601 | 0.6557 | |
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| 0.4708 | 41.0 | 3772 | 0.4832 | 0.4335 | 0.8194 | 0.4177 | 0.2335 | 0.4839 | 0.0 | 0.1009 | 0.4178 | 0.5608 | 0.389 | 0.6102 | 0.0 | 0.3078 | 0.4793 | 0.5592 | 0.6424 | |
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| 0.4688 | 42.0 | 3864 | 0.4914 | 0.4404 | 0.8234 | 0.4312 | 0.2395 | 0.4919 | 0.0 | 0.1023 | 0.4253 | 0.57 | 0.3928 | 0.6218 | 0.0 | 0.3109 | 0.4805 | 0.5699 | 0.6594 | |
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| 0.4684 | 43.0 | 3956 | 0.4840 | 0.4328 | 0.8169 | 0.4191 | 0.2259 | 0.4876 | 0.0 | 0.1 | 0.4184 | 0.5617 | 0.3687 | 0.6188 | 0.0 | 0.3104 | 0.4796 | 0.5552 | 0.6437 | |
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| 0.4684 | 44.0 | 4048 | 0.4822 | 0.4439 | 0.8286 | 0.4327 | 0.2389 | 0.4975 | 0.0 | 0.1027 | 0.4252 | 0.5763 | 0.3942 | 0.6296 | 0.0 | 0.3144 | 0.4907 | 0.5735 | 0.6619 | |
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| 0.4685 | 45.0 | 4140 | 0.4875 | 0.4284 | 0.8204 | 0.4103 | 0.2268 | 0.4816 | 0.0 | 0.0995 | 0.4142 | 0.5562 | 0.3747 | 0.6092 | 0.0 | 0.3014 | 0.4751 | 0.5554 | 0.6373 | |
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| 0.4632 | 46.0 | 4232 | 0.4841 | 0.4279 | 0.8218 | 0.4144 | 0.2378 | 0.4771 | 0.0 | 0.0989 | 0.4155 | 0.5583 | 0.3818 | 0.6089 | 0.0 | 0.3043 | 0.4772 | 0.5515 | 0.6394 | |
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| 0.4652 | 47.0 | 4324 | 0.4863 | 0.4343 | 0.8225 | 0.4226 | 0.2398 | 0.4854 | 0.0 | 0.1008 | 0.4223 | 0.5655 | 0.3897 | 0.617 | 0.0 | 0.3058 | 0.476 | 0.5628 | 0.6551 | |
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| 0.4621 | 48.0 | 4416 | 0.4788 | 0.437 | 0.828 | 0.4177 | 0.2361 | 0.4884 | 0.0 | 0.102 | 0.4195 | 0.5663 | 0.3919 | 0.6176 | 0.0 | 0.3137 | 0.4858 | 0.5603 | 0.6469 | |
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| 0.4614 | 49.0 | 4508 | 0.4823 | 0.4426 | 0.8262 | 0.4386 | 0.2459 | 0.4925 | 0.0 | 0.1041 | 0.426 | 0.5746 | 0.4085 | 0.6224 | 0.0 | 0.3129 | 0.4891 | 0.5724 | 0.66 | |
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| 0.4591 | 50.0 | 4600 | 0.4780 | 0.4364 | 0.8246 | 0.4234 | 0.2398 | 0.4853 | 0.0 | 0.1028 | 0.4224 | 0.5649 | 0.4007 | 0.612 | 0.0 | 0.3055 | 0.4773 | 0.5673 | 0.6525 | |
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| 0.4616 | 51.0 | 4692 | 0.4813 | 0.4296 | 0.8242 | 0.4212 | 0.242 | 0.4757 | 0.0 | 0.1001 | 0.4143 | 0.5638 | 0.4068 | 0.6085 | 0.0 | 0.3133 | 0.4896 | 0.5459 | 0.638 | |
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| 0.4589 | 52.0 | 4784 | 0.4801 | 0.4431 | 0.8323 | 0.4359 | 0.2389 | 0.4978 | 0.0 | 0.1029 | 0.4242 | 0.5696 | 0.3743 | 0.6264 | 0.0 | 0.3105 | 0.4807 | 0.5756 | 0.6585 | |
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| 0.4583 | 53.0 | 4876 | 0.4794 | 0.4433 | 0.8271 | 0.432 | 0.2489 | 0.4934 | 0.0 | 0.1039 | 0.4268 | 0.5734 | 0.4038 | 0.6228 | 0.0 | 0.3133 | 0.4897 | 0.5734 | 0.6571 | |
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| 0.4587 | 54.0 | 4968 | 0.4830 | 0.4382 | 0.8273 | 0.4267 | 0.2432 | 0.4893 | 0.0 | 0.1016 | 0.4213 | 0.5697 | 0.3986 | 0.6198 | 0.0 | 0.3094 | 0.4862 | 0.567 | 0.6531 | |
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| 0.4557 | 55.0 | 5060 | 0.4717 | 0.4442 | 0.8298 | 0.4451 | 0.2502 | 0.4941 | 0.0 | 0.104 | 0.4281 | 0.572 | 0.4011 | 0.6223 | 0.0 | 0.3123 | 0.4836 | 0.5762 | 0.6605 | |
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| 0.4575 | 56.0 | 5152 | 0.4693 | 0.4499 | 0.837 | 0.4462 | 0.247 | 0.5025 | 0.0 | 0.104 | 0.431 | 0.5782 | 0.3988 | 0.6311 | 0.0 | 0.3185 | 0.4916 | 0.5813 | 0.6647 | |
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| 0.4568 | 57.0 | 5244 | 0.4795 | 0.4408 | 0.8316 | 0.4312 | 0.2423 | 0.4921 | 0.0 | 0.1027 | 0.4244 | 0.5721 | 0.3939 | 0.6245 | 0.0 | 0.3149 | 0.4926 | 0.5667 | 0.6516 | |
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| 0.4539 | 58.0 | 5336 | 0.4743 | 0.4513 | 0.8341 | 0.4535 | 0.2551 | 0.5011 | 0.0 | 0.1045 | 0.4319 | 0.5827 | 0.4107 | 0.6329 | 0.0 | 0.3172 | 0.4971 | 0.5853 | 0.6682 | |
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| 0.4517 | 59.0 | 5428 | 0.4707 | 0.4495 | 0.8346 | 0.4503 | 0.2513 | 0.5006 | 0.0 | 0.1049 | 0.4318 | 0.5799 | 0.4032 | 0.6313 | 0.0 | 0.3175 | 0.4925 | 0.5815 | 0.6673 | |
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| 0.4513 | 60.0 | 5520 | 0.4709 | 0.4507 | 0.8325 | 0.4551 | 0.2538 | 0.5012 | 0.0 | 0.1055 | 0.4341 | 0.581 | 0.4089 | 0.6309 | 0.0 | 0.315 | 0.4896 | 0.5864 | 0.6723 | |
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| 0.4519 | 61.0 | 5612 | 0.4681 | 0.4521 | 0.8357 | 0.449 | 0.2545 | 0.502 | 0.0 | 0.1052 | 0.4348 | 0.5838 | 0.4133 | 0.6338 | 0.0 | 0.3217 | 0.4964 | 0.5824 | 0.6712 | |
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| 0.4508 | 62.0 | 5704 | 0.4671 | 0.4535 | 0.8363 | 0.4519 | 0.2577 | 0.5033 | 0.0 | 0.1036 | 0.4356 | 0.5833 | 0.4153 | 0.6324 | 0.0 | 0.3215 | 0.4959 | 0.5855 | 0.6706 | |
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| 0.4461 | 63.0 | 5796 | 0.4665 | 0.4514 | 0.835 | 0.4462 | 0.2592 | 0.5014 | 0.0 | 0.1043 | 0.4331 | 0.5837 | 0.4153 | 0.633 | 0.0 | 0.3194 | 0.4995 | 0.5834 | 0.6679 | |
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| 0.4487 | 64.0 | 5888 | 0.4673 | 0.4557 | 0.8363 | 0.4549 | 0.2573 | 0.5069 | 0.0 | 0.1059 | 0.4354 | 0.5837 | 0.4092 | 0.635 | 0.0 | 0.3224 | 0.4976 | 0.589 | 0.6698 | |
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| 0.4494 | 65.0 | 5980 | 0.4644 | 0.4535 | 0.8374 | 0.4548 | 0.2607 | 0.5033 | 0.0 | 0.1061 | 0.4363 | 0.5858 | 0.4188 | 0.634 | 0.0 | 0.3206 | 0.496 | 0.5865 | 0.6756 | |
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| 0.4468 | 66.0 | 6072 | 0.4663 | 0.4534 | 0.8362 | 0.4472 | 0.2517 | 0.505 | 0.0 | 0.1061 | 0.4331 | 0.5829 | 0.4129 | 0.6329 | 0.0 | 0.3228 | 0.4989 | 0.584 | 0.6669 | |
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| 0.4447 | 67.0 | 6164 | 0.4651 | 0.4518 | 0.8374 | 0.4506 | 0.2593 | 0.4993 | 0.0 | 0.1061 | 0.4344 | 0.5832 | 0.4255 | 0.6285 | 0.0 | 0.3225 | 0.5006 | 0.5812 | 0.6657 | |
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| 0.4469 | 68.0 | 6256 | 0.4642 | 0.4538 | 0.8371 | 0.457 | 0.2595 | 0.503 | 0.0 | 0.1069 | 0.4363 | 0.5842 | 0.4162 | 0.6329 | 0.0 | 0.3199 | 0.4969 | 0.5876 | 0.6715 | |
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| 0.4444 | 69.0 | 6348 | 0.4660 | 0.454 | 0.8382 | 0.4567 | 0.2633 | 0.5035 | 0.0 | 0.105 | 0.4338 | 0.5846 | 0.4172 | 0.6333 | 0.0 | 0.3224 | 0.4983 | 0.5856 | 0.671 | |
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| 0.4426 | 70.0 | 6440 | 0.4661 | 0.4578 | 0.839 | 0.4569 | 0.2586 | 0.5083 | 0.0 | 0.1066 | 0.4378 | 0.5873 | 0.4205 | 0.6362 | 0.0 | 0.324 | 0.497 | 0.5915 | 0.6777 | |
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| 0.442 | 71.0 | 6532 | 0.4626 | 0.4593 | 0.8388 | 0.4612 | 0.2683 | 0.5075 | 0.0 | 0.1066 | 0.4397 | 0.5882 | 0.4276 | 0.6348 | 0.0 | 0.3261 | 0.5 | 0.5925 | 0.6765 | |
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| 0.4411 | 72.0 | 6624 | 0.4647 | 0.4579 | 0.8405 | 0.4585 | 0.2616 | 0.5085 | 0.0 | 0.1067 | 0.4377 | 0.5854 | 0.4128 | 0.6357 | 0.0 | 0.3259 | 0.4983 | 0.59 | 0.6725 | |
|
| 0.44 | 73.0 | 6716 | 0.4634 | 0.4581 | 0.839 | 0.4582 | 0.2676 | 0.5057 | 0.0 | 0.1063 | 0.4371 | 0.5869 | 0.4298 | 0.6325 | 0.0 | 0.3267 | 0.5007 | 0.5894 | 0.6731 | |
|
| 0.4399 | 74.0 | 6808 | 0.4631 | 0.4557 | 0.8384 | 0.4583 | 0.2643 | 0.5053 | 0.0 | 0.107 | 0.4365 | 0.585 | 0.4185 | 0.6338 | 0.0 | 0.3259 | 0.5012 | 0.5855 | 0.6688 | |
|
| 0.4391 | 75.0 | 6900 | 0.4622 | 0.4562 | 0.8397 | 0.4525 | 0.2556 | 0.5081 | 0.0 | 0.106 | 0.4357 | 0.5856 | 0.4151 | 0.6359 | 0.0 | 0.3259 | 0.501 | 0.5865 | 0.6702 | |
|
| 0.4379 | 76.0 | 6992 | 0.4614 | 0.4599 | 0.8423 | 0.4569 | 0.269 | 0.5075 | 0.0 | 0.108 | 0.4396 | 0.5875 | 0.4311 | 0.6328 | 0.0 | 0.3257 | 0.4997 | 0.5942 | 0.6753 | |
|
| 0.4397 | 77.0 | 7084 | 0.4613 | 0.4594 | 0.8423 | 0.4577 | 0.2638 | 0.5092 | 0.0 | 0.1074 | 0.4381 | 0.5861 | 0.4201 | 0.6347 | 0.0 | 0.3284 | 0.5003 | 0.5905 | 0.6719 | |
|
| 0.4368 | 78.0 | 7176 | 0.4607 | 0.4614 | 0.8422 | 0.4654 | 0.2677 | 0.511 | 0.0 | 0.1075 | 0.4396 | 0.5892 | 0.4236 | 0.6374 | 0.0 | 0.3287 | 0.5027 | 0.594 | 0.6756 | |
|
| 0.4383 | 79.0 | 7268 | 0.4618 | 0.4603 | 0.8428 | 0.4636 | 0.2672 | 0.5094 | 0.0 | 0.1078 | 0.4402 | 0.5876 | 0.4233 | 0.6354 | 0.0 | 0.3278 | 0.5011 | 0.5929 | 0.6742 | |
|
| 0.437 | 80.0 | 7360 | 0.4603 | 0.4602 | 0.843 | 0.4653 | 0.27 | 0.5086 | 0.0 | 0.1072 | 0.4401 | 0.5887 | 0.4306 | 0.6347 | 0.0 | 0.3263 | 0.5012 | 0.594 | 0.6761 | |
|
| 0.4367 | 81.0 | 7452 | 0.4594 | 0.4606 | 0.8444 | 0.4621 | 0.2686 | 0.5099 | 0.0 | 0.1073 | 0.4398 | 0.5884 | 0.423 | 0.6369 | 0.0 | 0.3264 | 0.501 | 0.5948 | 0.6759 | |
|
| 0.4363 | 82.0 | 7544 | 0.4607 | 0.4606 | 0.8422 | 0.4633 | 0.2723 | 0.5088 | 0.0 | 0.1071 | 0.4401 | 0.5892 | 0.4288 | 0.6359 | 0.0 | 0.326 | 0.5021 | 0.5951 | 0.6763 | |
|
| 0.4355 | 83.0 | 7636 | 0.4560 | 0.4636 | 0.8447 | 0.4688 | 0.2763 | 0.5113 | 0.0 | 0.108 | 0.4422 | 0.5914 | 0.4348 | 0.637 | 0.0 | 0.3288 | 0.5047 | 0.5984 | 0.6782 | |
|
| 0.4343 | 84.0 | 7728 | 0.4575 | 0.4628 | 0.845 | 0.4722 | 0.2767 | 0.5105 | 0.0 | 0.107 | 0.442 | 0.5908 | 0.4338 | 0.6364 | 0.0 | 0.3271 | 0.5043 | 0.5984 | 0.6772 | |
|
| 0.4343 | 85.0 | 7820 | 0.4580 | 0.4632 | 0.8448 | 0.4678 | 0.2741 | 0.5114 | 0.0 | 0.1065 | 0.4413 | 0.5901 | 0.4332 | 0.636 | 0.0 | 0.3285 | 0.5037 | 0.5978 | 0.6765 | |
|
| 0.4351 | 86.0 | 7912 | 0.4586 | 0.4624 | 0.8443 | 0.4689 | 0.2758 | 0.5097 | 0.0 | 0.1068 | 0.4417 | 0.5906 | 0.4355 | 0.6356 | 0.0 | 0.3274 | 0.5032 | 0.5974 | 0.678 | |
|
| 0.4339 | 87.0 | 8004 | 0.4575 | 0.4627 | 0.8453 | 0.4665 | 0.2754 | 0.5108 | 0.0 | 0.1069 | 0.441 | 0.5903 | 0.4337 | 0.6359 | 0.0 | 0.3298 | 0.5049 | 0.5957 | 0.6757 | |
|
| 0.4347 | 88.0 | 8096 | 0.4578 | 0.4641 | 0.8459 | 0.47 | 0.2737 | 0.5128 | 0.0 | 0.1076 | 0.4426 | 0.5923 | 0.4316 | 0.6394 | 0.0 | 0.3297 | 0.5064 | 0.5985 | 0.6783 | |
|
| 0.434 | 89.0 | 8188 | 0.4563 | 0.4634 | 0.8453 | 0.4657 | 0.2724 | 0.5124 | 0.0 | 0.1074 | 0.442 | 0.5921 | 0.431 | 0.6392 | 0.0 | 0.3297 | 0.5057 | 0.597 | 0.6785 | |
|
| 0.4332 | 90.0 | 8280 | 0.4562 | 0.4638 | 0.8448 | 0.4704 | 0.275 | 0.5123 | 0.0 | 0.1077 | 0.442 | 0.5914 | 0.4332 | 0.6375 | 0.0 | 0.3291 | 0.5051 | 0.5984 | 0.6777 | |
|
| 0.4338 | 91.0 | 8372 | 0.4562 | 0.4633 | 0.8461 | 0.4709 | 0.275 | 0.5116 | 0.0 | 0.107 | 0.4422 | 0.5912 | 0.4329 | 0.6373 | 0.0 | 0.3289 | 0.5043 | 0.5978 | 0.6781 | |
|
| 0.4355 | 92.0 | 8464 | 0.4553 | 0.4633 | 0.8452 | 0.4696 | 0.2743 | 0.5115 | 0.0 | 0.1069 | 0.4414 | 0.5915 | 0.4332 | 0.6376 | 0.0 | 0.33 | 0.5048 | 0.5966 | 0.6781 | |
|
| 0.433 | 93.0 | 8556 | 0.4553 | 0.464 | 0.8466 | 0.4699 | 0.2742 | 0.5122 | 0.0 | 0.107 | 0.442 | 0.591 | 0.4329 | 0.6371 | 0.0 | 0.33 | 0.5041 | 0.5979 | 0.678 | |
|
| 0.4313 | 94.0 | 8648 | 0.4556 | 0.4638 | 0.8457 | 0.4718 | 0.2752 | 0.5117 | 0.0 | 0.1067 | 0.4422 | 0.5914 | 0.4351 | 0.6369 | 0.0 | 0.3302 | 0.5047 | 0.5975 | 0.6781 | |
|
| 0.433 | 95.0 | 8740 | 0.4558 | 0.464 | 0.8466 | 0.4697 | 0.2756 | 0.5118 | 0.0 | 0.1071 | 0.4417 | 0.5911 | 0.4344 | 0.6366 | 0.0 | 0.33 | 0.5044 | 0.598 | 0.6777 | |
|
| 0.4333 | 96.0 | 8832 | 0.4555 | 0.4643 | 0.8457 | 0.4705 | 0.276 | 0.5123 | 0.0 | 0.1073 | 0.4422 | 0.5912 | 0.4341 | 0.6369 | 0.0 | 0.33 | 0.5044 | 0.5986 | 0.678 | |
|
| 0.4325 | 97.0 | 8924 | 0.4557 | 0.4647 | 0.8459 | 0.4718 | 0.2762 | 0.5127 | 0.0 | 0.1074 | 0.4427 | 0.5915 | 0.434 | 0.6374 | 0.0 | 0.3303 | 0.5047 | 0.5991 | 0.6784 | |
|
| 0.4337 | 98.0 | 9016 | 0.4558 | 0.4644 | 0.8456 | 0.4713 | 0.2755 | 0.5125 | 0.0 | 0.107 | 0.4423 | 0.5913 | 0.4338 | 0.6372 | 0.0 | 0.3303 | 0.5047 | 0.5985 | 0.678 | |
|
| 0.4321 | 99.0 | 9108 | 0.4558 | 0.464 | 0.8455 | 0.4707 | 0.2749 | 0.5122 | 0.0 | 0.107 | 0.442 | 0.5911 | 0.4334 | 0.637 | 0.0 | 0.33 | 0.5045 | 0.598 | 0.6777 | |
|
| 0.4327 | 100.0 | 9200 | 0.4557 | 0.464 | 0.8455 | 0.4707 | 0.2749 | 0.5121 | 0.0 | 0.107 | 0.442 | 0.5911 | 0.4334 | 0.6371 | 0.0 | 0.33 | 0.5045 | 0.598 | 0.6777 | |
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### Framework versions |
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- Transformers 4.41.1 |
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- Pytorch 2.3.0+cu121 |
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- Datasets 2.19.1 |
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- Tokenizers 0.19.1 |
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