Model save
Browse files- README.md +54 -66
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- training_args.bin +1 -1
README.md
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license: apache-2.0
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base_model: PekingU/rtdetr_r50vd
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tags:
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- object-detection
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- vision
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model-index:
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- name: suas-2025-rtdetr-finetuned-b16-lr1e-4
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# suas-2025-rtdetr-finetuned-b16-lr1e-4
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This model is a fine-tuned version of [PekingU/rtdetr_r50vd](https://huggingface.co/PekingU/rtdetr_r50vd) on
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It achieves the following results on the evaluation set:
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- Loss:
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- Map: 0.
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- Map 50: 0.
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- Map 75: 0.
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- Map
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- Map
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- Map Car: -1.0
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- Map Football: 0.5264
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- Map Human: 0.9058
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- Map Large: 0.8257
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- Map Luggage: 0.8227
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- Map Mattress: 0.9768
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- Map Medium: 0.7526
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- Map Motorcycle: 0.7936
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- Map Skis: 0.8144
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- Map Small: 0.6611
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- Map Snowboard: 0.9197
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- Map Soccer-ball: 0.8408
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- Map Stop-sign: 0.9465
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- Map Tennis-racket: 0.6958
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- Map Umbrella: 0.8818
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- Map Volleyball: 0.8557
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- Mar 1: 0.7621
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- Mar 10: 0.8843
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- Mar 100: 0.8899
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- Mar 100 Baseball-bat: 0.6389
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- Mar 100 Basketball: 0.9235
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- Mar 100 Car: -1.0
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- Mar 100
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- Mar 100
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- Mar 100
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- Mar 100
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- Mar 100
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- Mar
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map
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| 4.7256 | 11.0 | 2409 | 4.8142 | 0.8399 | 0.9462 | 0.9028 | 0.4084 | 0.8985 | -1.0 | 0.577 | 0.93 | 0.9667 | 0.9061 | 0.9792 | 0.8373 | 0.9326 | 0.8848 | 0.6739 | 0.9532 | 0.792 | 0.9554 | 0.8222 | 0.9108 | 0.8089 | 0.7824 | 0.8985 | 0.9028 | 0.6793 | 0.9339 | -1.0 | 0.6901 | 0.9718 | 0.9503 | 0.9933 | 0.9776 | 0.9594 | 0.9749 | 0.8324 | 0.9774 | 0.8829 | 0.9604 | 0.8549 | 0.9876 | 0.9168 | 0.734 |
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| 4.6993 | 12.0 | 2628 | 4.7597 | 0.8217 | 0.9297 | 0.8787 | 0.332 | 0.8934 | -1.0 | 0.4632 | 0.9409 | 0.9484 | 0.9098 | 0.954 | 0.8053 | 0.949 | 0.84 | 0.6514 | 0.9579 | 0.8407 | 0.9612 | 0.7405 | 0.9017 | 0.8189 | 0.7709 | 0.8931 | 0.8971 | 0.6972 | 0.9273 | -1.0 | 0.5876 | 0.9713 | 0.9524 | 0.98 | 0.9798 | 0.9604 | 0.9783 | 0.8748 | 0.9807 | 0.8492 | 0.961 | 0.8588 | 0.9739 | 0.9146 | 0.7196 |
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| 4.7266 | 13.0 | 2847 | 5.4190 | 0.7638 | 0.8926 | 0.8072 | 0.2568 | 0.8598 | -1.0 | 0.2283 | 0.9259 | 0.9286 | 0.8451 | 0.9628 | 0.7222 | 0.7728 | 0.8578 | 0.5811 | 0.8954 | 0.8364 | 0.9659 | 0.6612 | 0.7892 | 0.8364 | 0.7303 | 0.8583 | 0.8635 | 0.6368 | 0.8976 | -1.0 | 0.38 | 0.9653 | 0.9222 | 0.9822 | 0.9603 | 0.9535 | 0.9387 | 0.8686 | 0.9863 | 0.8057 | 0.9188 | 0.8735 | 0.9675 | 0.873 | 0.6569 |
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| 4.7442 | 14.0 | 3066 | 5.6973 | 0.7497 | 0.8723 | 0.7933 | 0.2398 | 0.8922 | -1.0 | 0.3593 | 0.9187 | 0.787 | 0.7688 | 0.88 | 0.6939 | 0.7618 | 0.7407 | 0.6262 | 0.8981 | 0.8576 | 0.9551 | 0.5716 | 0.8151 | 0.837 | 0.7227 | 0.8473 | 0.8528 | 0.5856 | 0.9204 | -1.0 | 0.4725 | 0.964 | 0.8604 | 0.9307 | 0.9673 | 0.9 | 0.9324 | 0.8869 | 0.9816 | 0.7316 | 0.9325 | 0.8733 | 0.8429 | 0.8393 | 0.6824 |
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| 4.5738 | 15.0 | 3285 | 5.4357 | 0.7908 | 0.9047 | 0.8408 | 0.2947 | 0.8977 | -1.0 | 0.4669 | 0.9032 | 0.9224 | 0.8532 | 0.9445 | 0.7435 | 0.8411 | 0.7558 | 0.6625 | 0.9395 | 0.8668 | 0.9471 | 0.6622 | 0.8522 | 0.8465 | 0.7527 | 0.8804 | 0.8853 | 0.6655 | 0.9291 | -1.0 | 0.5869 | 0.9612 | 0.9217 | 0.9773 | 0.9613 | 0.9347 | 0.9585 | 0.8933 | 0.9827 | 0.7984 | 0.9458 | 0.8777 | 0.9781 | 0.8732 | 0.7268 |
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| 4.4781 | 16.0 | 3504 | 5.6429 | 0.7929 | 0.9102 | 0.8519 | 0.3248 | 0.892 | -1.0 | 0.5374 | 0.9101 | 0.925 | 0.845 | 0.9494 | 0.7235 | 0.7888 | 0.7988 | 0.6634 | 0.9226 | 0.8371 | 0.9334 | 0.6908 | 0.8184 | 0.8523 | 0.7585 | 0.8821 | 0.8864 | 0.6622 | 0.9182 | -1.0 | 0.6483 | 0.9607 | 0.9234 | 0.9758 | 0.9597 | 0.9361 | 0.9571 | 0.8722 | 0.9718 | 0.8109 | 0.9299 | 0.8836 | 0.9743 | 0.8641 | 0.7226 |
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| 4.3981 | 17.0 | 3723 | 5.4522 | 0.8124 | 0.9224 | 0.8705 | 0.2978 | 0.8935 | -1.0 | 0.5512 | 0.9205 | 0.9528 | 0.8544 | 0.9725 | 0.7791 | 0.8652 | 0.8152 | 0.6647 | 0.9437 | 0.8396 | 0.9579 | 0.7453 | 0.8685 | 0.8482 | 0.7712 | 0.8924 | 0.8969 | 0.6459 | 0.9246 | -1.0 | 0.6725 | 0.9653 | 0.9346 | 0.9885 | 0.9694 | 0.945 | 0.9665 | 0.873 | 0.9757 | 0.8549 | 0.9541 | 0.8868 | 0.985 | 0.8836 | 0.725 |
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| 4.299 | 18.0 | 3942 | 5.5161 | 0.8209 | 0.9261 | 0.8788 | 0.3434 | 0.8958 | -1.0 | 0.5914 | 0.9229 | 0.9299 | 0.8504 | 0.9673 | 0.7851 | 0.8517 | 0.8319 | 0.6775 | 0.9347 | 0.8423 | 0.9591 | 0.7675 | 0.8792 | 0.8551 | 0.7741 | 0.8968 | 0.9012 | 0.6663 | 0.9246 | -1.0 | 0.6943 | 0.9677 | 0.9318 | 0.9861 | 0.9643 | 0.9599 | 0.9632 | 0.8748 | 0.9799 | 0.8637 | 0.9536 | 0.8858 | 0.9719 | 0.8805 | 0.7305 |
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| 4.3295 | 19.0 | 4161 | 5.5718 | 0.7992 | 0.9122 | 0.8546 | 0.2997 | 0.8944 | -1.0 | 0.4731 | 0.907 | 0.8165 | 0.8348 | 0.9801 | 0.7526 | 0.8236 | 0.8092 | 0.6442 | 0.9193 | 0.8264 | 0.9554 | 0.7577 | 0.8659 | 0.8424 | 0.7612 | 0.8855 | 0.8904 | 0.6517 | 0.9223 | -1.0 | 0.6112 | 0.9627 | 0.925 | 0.9951 | 0.9629 | 0.9624 | 0.9572 | 0.862 | 0.976 | 0.842 | 0.9544 | 0.8806 | 0.8579 | 0.8766 | 0.7056 |
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| 4.3268 | 20.0 | 4380 | 5.5169 | 0.7975 | 0.9083 | 0.8523 | 0.2923 | 0.8923 | -1.0 | 0.5264 | 0.9058 | 0.8257 | 0.8227 | 0.9768 | 0.7526 | 0.7936 | 0.8144 | 0.6611 | 0.9197 | 0.8408 | 0.9465 | 0.6958 | 0.8818 | 0.8557 | 0.7621 | 0.8843 | 0.8899 | 0.6389 | 0.9235 | -1.0 | 0.6421 | 0.9585 | 0.9242 | 0.9944 | 0.957 | 0.9614 | 0.9525 | 0.8735 | 0.9754 | 0.8176 | 0.9516 | 0.8882 | 0.9814 | 0.8664 | 0.7154 |
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### Framework versions
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license: apache-2.0
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base_model: PekingU/rtdetr_r50vd
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tags:
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- generated_from_trainer
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model-index:
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- name: suas-2025-rtdetr-finetuned-b16-lr1e-4
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# suas-2025-rtdetr-finetuned-b16-lr1e-4
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This model is a fine-tuned version of [PekingU/rtdetr_r50vd](https://huggingface.co/PekingU/rtdetr_r50vd) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 7.4789
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- Map: 0.636
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- Map 50: 0.7833
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- Map 75: 0.6825
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- Map Small: 0.5292
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- Map Medium: 0.6761
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- Map Large: 0.6243
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- Mar 1: 0.6914
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- Mar 10: 0.8319
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- Mar 100: 0.8459
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- Mar Small: 0.6526
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- Mar Medium: 0.861
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- Mar Large: 0.9511
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- Map Baseball-bat: 0.7327
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- Mar 100 Baseball-bat: 0.8479
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- Map Basketball: 0.7378
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- Mar 100 Basketball: 0.8453
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- Map Car: -1.0
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- Mar 100 Car: -1.0
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- Map Football: 0.515
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- Mar 100 Football: 0.5874
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- Map Human: 0.2845
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- Mar 100 Human: 0.6493
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- Map Luggage: 0.3927
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- Mar 100 Luggage: 0.9199
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- Map Mattress: 0.4605
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- Mar 100 Mattress: 0.9731
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- Map Motorcycle: 0.8921
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- Mar 100 Motorcycle: 0.9379
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- Map Skis: 0.9356
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- Mar 100 Skis: 0.9772
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- Map Snowboard: 0.4858
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- Mar 100 Snowboard: 0.9648
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- Map Soccer-ball: 0.291
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- Mar 100 Soccer-ball: 0.5365
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- Map Stop-sign: 0.8721
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- Mar 100 Stop-sign: 0.9777
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- Map Tennis-racket: 0.8872
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- Mar 100 Tennis-racket: 0.9275
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- Map Umbrella: 0.7926
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- Mar 100 Umbrella: 0.945
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- Map Volleyball: 0.6243
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- Mar 100 Volleyball: 0.7525
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## Model description
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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 Baseball-bat | Mar 100 Baseball-bat | Map Basketball | Mar 100 Basketball | Map Car | Mar 100 Car | Map Football | Mar 100 Football | Map Human | Mar 100 Human | Map Luggage | Mar 100 Luggage | Map Mattress | Mar 100 Mattress | Map Motorcycle | Mar 100 Motorcycle | Map Skis | Mar 100 Skis | Map Snowboard | Mar 100 Snowboard | Map Soccer-ball | Mar 100 Soccer-ball | Map Stop-sign | Mar 100 Stop-sign | Map Tennis-racket | Mar 100 Tennis-racket | Map Umbrella | Mar 100 Umbrella | Map Volleyball | Mar 100 Volleyball |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:----------------:|:--------------------:|:--------------:|:------------------:|:-------:|:-----------:|:------------:|:----------------:|:---------:|:-------------:|:-----------:|:---------------:|:------------:|:----------------:|:--------------:|:------------------:|:--------:|:------------:|:-------------:|:-----------------:|:---------------:|:-------------------:|:-------------:|:-----------------:|:-----------------:|:---------------------:|:------------:|:----------------:|:--------------:|:------------------:|
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| 14.9473 | 1.0 | 438 | 6.0393 | 0.6929 | 0.8006 | 0.7826 | 0.6924 | 0.6693 | 0.7428 | 0.7205 | 0.8507 | 0.8584 | 0.7888 | 0.8574 | 0.8979 | 0.7927 | 0.8492 | 0.8387 | 0.9263 | -1.0 | -1.0 | 0.5419 | 0.8203 | 0.2032 | 0.5136 | 0.4715 | 0.931 | 0.6218 | 0.9887 | 0.866 | 0.9199 | 0.8182 | 0.8782 | 0.5796 | 0.9515 | 0.6169 | 0.6753 | 0.9283 | 0.9732 | 0.814 | 0.8668 | 0.8116 | 0.8802 | 0.7961 | 0.8431 |
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| 6.8045 | 2.0 | 876 | 5.2885 | 0.7468 | 0.8307 | 0.8234 | 0.7611 | 0.7249 | 0.6791 | 0.7565 | 0.8986 | 0.9052 | 0.8475 | 0.877 | 0.9424 | 0.8403 | 0.8959 | 0.8533 | 0.9358 | -1.0 | -1.0 | 0.7497 | 0.8638 | 0.1319 | 0.532 | 0.4374 | 0.9456 | 0.5892 | 0.9958 | 0.9306 | 0.9599 | 0.9652 | 0.9802 | 0.6246 | 0.995 | 0.7541 | 0.8175 | 0.9788 | 0.9958 | 0.8972 | 0.9316 | 0.9091 | 0.9701 | 0.7936 | 0.8532 |
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| 6.122 | 3.0 | 1314 | 6.0592 | 0.7128 | 0.8135 | 0.7987 | 0.6996 | 0.7187 | 0.665 | 0.739 | 0.8748 | 0.8891 | 0.8104 | 0.8731 | 0.9347 | 0.8141 | 0.8864 | 0.8214 | 0.9197 | -1.0 | -1.0 | 0.7119 | 0.8346 | 0.1712 | 0.5716 | 0.3367 | 0.9129 | 0.4596 | 0.9784 | 0.9166 | 0.9472 | 0.9445 | 0.9718 | 0.6822 | 0.9922 | 0.6055 | 0.7355 | 0.9341 | 0.9659 | 0.8819 | 0.9207 | 0.9083 | 0.9698 | 0.7906 | 0.8409 |
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| 5.7542 | 4.0 | 1752 | 6.7229 | 0.7089 | 0.8239 | 0.7984 | 0.6721 | 0.7153 | 0.6452 | 0.752 | 0.8732 | 0.8817 | 0.7591 | 0.8769 | 0.9587 | 0.7857 | 0.8574 | 0.835 | 0.9052 | -1.0 | -1.0 | 0.6519 | 0.7566 | 0.3228 | 0.6242 | 0.5068 | 0.9147 | 0.4086 | 0.9842 | 0.9254 | 0.9588 | 0.9363 | 0.9639 | 0.6089 | 0.9904 | 0.6176 | 0.7185 | 0.8906 | 0.9765 | 0.8719 | 0.9197 | 0.8104 | 0.9656 | 0.7532 | 0.8083 |
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| 5.4197 | 5.0 | 2190 | 6.9705 | 0.6705 | 0.7896 | 0.7393 | 0.6309 | 0.6775 | 0.6347 | 0.7021 | 0.8427 | 0.8567 | 0.7156 | 0.8715 | 0.9375 | 0.8044 | 0.874 | 0.8447 | 0.8896 | -1.0 | -1.0 | 0.6092 | 0.6991 | 0.1786 | 0.5444 | 0.3152 | 0.8589 | 0.3916 | 0.946 | 0.943 | 0.9708 | 0.957 | 0.9782 | 0.521 | 0.9759 | 0.4336 | 0.5923 | 0.8949 | 0.9757 | 0.8747 | 0.9171 | 0.8842 | 0.9704 | 0.7354 | 0.8017 |
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| 5.1598 | 6.0 | 2628 | 6.7201 | 0.6509 | 0.7806 | 0.7067 | 0.5621 | 0.6931 | 0.6332 | 0.6927 | 0.826 | 0.839 | 0.6904 | 0.8633 | 0.8993 | 0.7365 | 0.8412 | 0.8438 | 0.9021 | -1.0 | -1.0 | 0.5378 | 0.639 | 0.1533 | 0.4137 | 0.412 | 0.91 | 0.3546 | 0.9008 | 0.9302 | 0.967 | 0.9724 | 0.9881 | 0.5606 | 0.9739 | 0.3666 | 0.5918 | 0.8779 | 0.9642 | 0.843 | 0.8969 | 0.8855 | 0.9633 | 0.6379 | 0.7946 |
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| 5.1626 | 7.0 | 3066 | 7.2974 | 0.644 | 0.7767 | 0.6936 | 0.5262 | 0.6787 | 0.6513 | 0.7043 | 0.8445 | 0.8587 | 0.6746 | 0.8942 | 0.9601 | 0.7639 | 0.8663 | 0.7068 | 0.8149 | -1.0 | -1.0 | 0.5452 | 0.6602 | 0.3086 | 0.6825 | 0.41 | 0.9299 | 0.4634 | 0.9747 | 0.9327 | 0.9679 | 0.9505 | 0.9797 | 0.4214 | 0.9677 | 0.2936 | 0.5483 | 0.852 | 0.9818 | 0.8823 | 0.9181 | 0.8924 | 0.9678 | 0.5933 | 0.7615 |
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| 5.15 | 8.0 | 3504 | 7.2201 | 0.6572 | 0.7908 | 0.7113 | 0.5559 | 0.6962 | 0.6276 | 0.7048 | 0.8396 | 0.8534 | 0.6795 | 0.8702 | 0.9327 | 0.7574 | 0.8526 | 0.7803 | 0.8718 | -1.0 | -1.0 | 0.5741 | 0.6547 | 0.2742 | 0.5961 | 0.418 | 0.9233 | 0.4893 | 0.9697 | 0.91 | 0.9479 | 0.9345 | 0.9807 | 0.5642 | 0.9692 | 0.3294 | 0.5602 | 0.8803 | 0.9821 | 0.8794 | 0.9264 | 0.7936 | 0.9476 | 0.616 | 0.7659 |
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| 4.9521 | 9.0 | 3942 | 7.5060 | 0.6374 | 0.7847 | 0.6838 | 0.5132 | 0.6921 | 0.6331 | 0.6868 | 0.8276 | 0.8419 | 0.6487 | 0.8619 | 0.9341 | 0.7388 | 0.8431 | 0.715 | 0.8273 | -1.0 | -1.0 | 0.5194 | 0.592 | 0.2577 | 0.624 | 0.3945 | 0.9234 | 0.4599 | 0.966 | 0.9031 | 0.942 | 0.9235 | 0.9752 | 0.5532 | 0.9694 | 0.2822 | 0.5368 | 0.9131 | 0.9855 | 0.8769 | 0.9244 | 0.8091 | 0.9438 | 0.5766 | 0.7336 |
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| 4.8252 | 10.0 | 4380 | 7.4789 | 0.636 | 0.7833 | 0.6825 | 0.5292 | 0.6761 | 0.6243 | 0.6914 | 0.8319 | 0.8459 | 0.6526 | 0.861 | 0.9511 | 0.7327 | 0.8479 | 0.7378 | 0.8453 | -1.0 | -1.0 | 0.515 | 0.5874 | 0.2845 | 0.6493 | 0.3927 | 0.9199 | 0.4605 | 0.9731 | 0.8921 | 0.9379 | 0.9356 | 0.9772 | 0.4858 | 0.9648 | 0.291 | 0.5365 | 0.8721 | 0.9777 | 0.8872 | 0.9275 | 0.7926 | 0.945 | 0.6243 | 0.7525 |
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### Framework versions
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-
oid sha256:
|
3 |
size 171641556
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c3016ec9c5b9462cefe3048d35f6c49562d8744498d01c2d72b5a6c8eaf74af2
|
3 |
size 171641556
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5432
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:06b50e91ceb88355bd76430a47726b8ccf3a8d61e3ea0afda6d6f26fbeaf71bb
|
3 |
size 5432
|