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--- |
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license: other |
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base_model: nvidia/mit-b0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: image_segmentation_text_v2 |
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results: [] |
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datasets: |
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- Caraaaaa/synthetic_image_text |
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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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# image_segmentation_text_v2 |
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0615 |
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- Mean Iou: 0.8781 |
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- Mean Accuracy: 0.9110 |
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- Overall Accuracy: 0.9734 |
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- Per Category Iou: [0.9705763603242805, 0.7855978863350824] |
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- Per Category Accuracy: [0.9925963343496583, 0.8293473752101665] |
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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: 6e-05 |
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- train_batch_size: 2 |
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- eval_batch_size: 2 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 50 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:-----------------------------------------:|:-----------------------------------------:| |
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| 0.5172 | 0.4 | 20 | 0.5984 | 0.6201 | 0.8312 | 0.8580 | [0.8433386612833417, 0.39680175287609587] | [0.866190330235608, 0.7961823484817947] | |
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| 0.4767 | 0.8 | 40 | 0.4035 | 0.5258 | 0.5853 | 0.8882 | [0.8856626480452995, 0.1659390336502284] | [0.9810900280003672, 0.18954193123051938] | |
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| 0.3439 | 1.2 | 60 | 0.3474 | 0.6995 | 0.8573 | 0.9074 | [0.8979547121624778, 0.5009503846168084] | [0.9228071003413048, 0.7918197268517736] | |
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| 0.2842 | 1.6 | 80 | 0.2828 | 0.6923 | 0.7722 | 0.9230 | [0.9174404161237479, 0.4671543716020125] | [0.9692542242141893, 0.5751911816528029] | |
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| 0.2941 | 2.0 | 100 | 0.2412 | 0.7274 | 0.8226 | 0.9294 | [0.9232295355579201, 0.5316079622856148] | [0.9621363189327741, 0.6830129526301212] | |
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| 0.2159 | 2.4 | 120 | 0.2387 | 0.7471 | 0.8877 | 0.9274 | [0.9195102054074465, 0.5746316429439954] | [0.9395897739623381, 0.8357430695431796] | |
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| 0.2013 | 2.8 | 140 | 0.2059 | 0.7660 | 0.8994 | 0.9345 | [0.9272560031451658, 0.6047195723903955] | [0.9453276278068868, 0.8534035600552902] | |
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| 0.1822 | 3.2 | 160 | 0.1598 | 0.8016 | 0.8669 | 0.9533 | [0.9487517424447746, 0.6545065297960031] | [0.9797635674372861, 0.7541327875396765] | |
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| 0.1261 | 3.6 | 180 | 0.1533 | 0.7870 | 0.8553 | 0.9494 | [0.9446523952139291, 0.6294161895000621] | [0.9782770257479946, 0.7322611643453532] | |
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| 0.1751 | 4.0 | 200 | 0.1434 | 0.8060 | 0.8609 | 0.9556 | [0.9513646199038472, 0.6606627045566984] | [0.9846122449614638, 0.7371309163585958] | |
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| 0.1556 | 4.4 | 220 | 0.1340 | 0.8102 | 0.8645 | 0.9566 | [0.9524442279212987, 0.6679515135667692] | [0.984852971709032, 0.7440538962567276] | |
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| 0.1068 | 4.8 | 240 | 0.1253 | 0.7898 | 0.8358 | 0.9531 | [0.9490085335911248, 0.6306787839687829] | [0.9890518166701155, 0.6826157004965977] | |
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| 0.1215 | 5.2 | 260 | 0.1073 | 0.8497 | 0.9091 | 0.9652 | [0.9614007926531548, 0.7380488065311127] | [0.9823778512721868, 0.8358783043120386] | |
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| 0.091 | 5.6 | 280 | 0.1077 | 0.8325 | 0.8819 | 0.9622 | [0.9583632540158915, 0.7067172285496849] | [0.9867697098157909, 0.7770472788553937] | |
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| 0.1009 | 6.0 | 300 | 0.1064 | 0.8238 | 0.8680 | 0.9608 | [0.9569876540030186, 0.6906903674483074] | [0.9892049828448698, 0.7467735454785426] | |
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| 0.0984 | 6.4 | 320 | 0.1060 | 0.8311 | 0.8761 | 0.9623 | [0.9585729019064059, 0.7037087870923661] | [0.9887282833788597, 0.7633723130216779] | |
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| 0.0813 | 6.8 | 340 | 0.0987 | 0.8419 | 0.8883 | 0.9645 | [0.9608922897234371, 0.722840581644497] | [0.9878806832041188, 0.7887346836871759] | |
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| 0.0625 | 7.2 | 360 | 0.0902 | 0.8475 | 0.8891 | 0.9662 | [0.9627445497647863, 0.7323412821849365] | [0.9898383923982556, 0.7883172763717552] | |
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| 0.0734 | 7.6 | 380 | 0.0927 | 0.8469 | 0.8959 | 0.9654 | [0.961803716924761, 0.7319708674782419] | [0.9867425686313254, 0.8049635061174228] | |
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| 0.0733 | 8.0 | 400 | 0.0876 | 0.8711 | 0.9307 | 0.9701 | [0.9666965487625444, 0.7754727726647843] | [0.9822345389032576, 0.8790988163056722] | |
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| 0.0584 | 8.4 | 420 | 0.0918 | 0.8607 | 0.9121 | 0.9683 | [0.964859785245781, 0.7564785981949649] | [0.9855508631847466, 0.838696128774708] | |
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| 0.0639 | 8.8 | 440 | 0.0858 | 0.8735 | 0.9349 | 0.9706 | [0.967139403611975, 0.7798182886949773] | [0.9814883292042429, 0.8884020581691553] | |
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| 0.0859 | 9.2 | 460 | 0.0863 | 0.8442 | 0.8790 | 0.9661 | [0.9627025051107989, 0.7256751249820441] | [0.9927421533884905, 0.765291606472024] | |
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| 0.0676 | 9.6 | 480 | 0.0796 | 0.8692 | 0.9225 | 0.9701 | [0.9667776147303454, 0.7716995072886178] | [0.9847239214274811, 0.8603714014873224] | |
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| 0.0856 | 10.0 | 500 | 0.0789 | 0.8721 | 0.9231 | 0.9709 | [0.9676681841843127, 0.7764766898351453] | [0.9856164687866871, 0.8604845305728103] | |
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| 0.0732 | 10.4 | 520 | 0.0796 | 0.8611 | 0.9052 | 0.9690 | [0.9656431512846645, 0.7564856330988124] | [0.9885161672429414, 0.8218307926968024] | |
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| 0.0642 | 10.8 | 540 | 0.0881 | 0.8378 | 0.8718 | 0.9648 | [0.9613570133699026, 0.7141516019397048] | [0.9932708878642084, 0.7502987518090901] | |
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| 0.0806 | 11.2 | 560 | 0.0792 | 0.8605 | 0.9039 | 0.9689 | [0.9655732989225007, 0.7554214468864908] | [0.9888003717477902, 0.8190597802695073] | |
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| 0.0642 | 11.6 | 580 | 0.0768 | 0.8663 | 0.9076 | 0.9703 | [0.9671300467068968, 0.7654769403248215] | [0.9895412223594264, 0.8256966866181296] | |
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| 0.0503 | 12.0 | 600 | 0.0796 | 0.8637 | 0.9056 | 0.9697 | [0.9664822125443101, 0.7610012493038518] | [0.9893804497380703, 0.8217891819986919] | |
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| 0.0711 | 12.4 | 620 | 0.0799 | 0.8524 | 0.8876 | 0.9678 | [0.9645090425676253, 0.7402596444414385] | [0.9923599294467503, 0.7828006080363261] | |
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| 0.0622 | 12.8 | 640 | 0.0739 | 0.8678 | 0.9150 | 0.9702 | [0.9669781140184328, 0.7687031945706295] | [0.9871926455342293, 0.84275642267627] | |
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| 0.0551 | 13.2 | 660 | 0.0715 | 0.8741 | 0.9178 | 0.9719 | [0.9687595252839901, 0.7794271755462193] | [0.988435608058477, 0.8472263218873572] | |
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| 0.0717 | 13.6 | 680 | 0.0757 | 0.8598 | 0.8941 | 0.9694 | [0.9662689349888198, 0.7532485600087165] | [0.9925298643787859, 0.7955731418547709] | |
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| 0.0635 | 14.0 | 700 | 0.0718 | 0.8732 | 0.9174 | 0.9716 | [0.96850746670701, 0.7778616932414459] | [0.9882812317672178, 0.8464279166173623] | |
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| 0.0523 | 14.4 | 720 | 0.0663 | 0.8876 | 0.9358 | 0.9746 | [0.9716791978883015, 0.8036108039561688] | [0.9865335642235624, 0.8850107862731508] | |
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| 0.0577 | 14.8 | 740 | 0.0676 | 0.8833 | 0.9366 | 0.9733 | [0.9702350309780267, 0.796362403107551] | [0.9846131957672891, 0.8885314414335925] | |
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| 0.0435 | 15.2 | 760 | 0.0711 | 0.8671 | 0.9039 | 0.9708 | [0.9677187286152693, 0.7665006963915808] | [0.9913234646603627, 0.8165254286877156] | |
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| 0.0673 | 15.6 | 780 | 0.0717 | 0.8637 | 0.8964 | 0.9704 | [0.9673187596918544, 0.7601149728604968] | [0.9930802945146975, 0.7996782972902333] | |
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| 0.0563 | 16.0 | 800 | 0.0654 | 0.8845 | 0.9251 | 0.9744 | [0.971468043944435, 0.7974893910508356] | [0.989447006145836, 0.860792709805691] | |
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| 0.0586 | 16.4 | 820 | 0.0693 | 0.8732 | 0.9129 | 0.9719 | [0.9688913807063626, 0.7775406555703152] | [0.9900519779613582, 0.8357222641941243] | |
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| 0.0564 | 16.8 | 840 | 0.0698 | 0.8698 | 0.9045 | 0.9715 | [0.9685318541511667, 0.7711066182518113] | [0.9921181654564637, 0.8168225550789108] | |
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| 0.0478 | 17.2 | 860 | 0.0682 | 0.8736 | 0.9110 | 0.9722 | [0.9691646685069771, 0.7780200639749164] | [0.9909173841360986, 0.831173044589764] | |
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| 0.0485 | 17.6 | 880 | 0.0646 | 0.8790 | 0.9192 | 0.9732 | [0.9702169077246766, 0.7878410180791867] | [0.989739854340005, 0.8486430361245876] | |
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| 0.0566 | 18.0 | 900 | 0.0693 | 0.8667 | 0.9029 | 0.9708 | [0.9676668469869958, 0.7656600486037874] | [0.991562981291426, 0.8142504938019565] | |
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| 0.0455 | 18.4 | 920 | 0.0727 | 0.8621 | 0.8955 | 0.9700 | [0.9668821926221384, 0.7572945442521496] | [0.9928309240778092, 0.7981315496214076] | |
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| 0.0451 | 18.8 | 940 | 0.0743 | 0.8616 | 0.8957 | 0.9698 | [0.9667066236459168, 0.75648894444205] | [0.9925660814370375, 0.7987895187852797] | |
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| 0.0479 | 19.2 | 960 | 0.0648 | 0.8791 | 0.9170 | 0.9733 | [0.9704226039041611, 0.787839253664714] | [0.9906320559516382, 0.8433539262944503] | |
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| 0.0429 | 19.6 | 980 | 0.0643 | 0.8814 | 0.9217 | 0.9737 | [0.9707538355760997, 0.7919781103864696] | [0.9896213493594248, 0.8538053633589195] | |
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| 0.0412 | 20.0 | 1000 | 0.0685 | 0.8710 | 0.9082 | 0.9716 | [0.9685757534109218, 0.7733473306325775] | [0.9910794533108528, 0.8252383187717562] | |
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| 0.0517 | 20.4 | 1020 | 0.0700 | 0.8681 | 0.9049 | 0.9710 | [0.9679606643038668, 0.768307799914675] | [0.9913238968448287, 0.8184479729738515] | |
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| 0.0622 | 20.8 | 1040 | 0.0705 | 0.8661 | 0.9029 | 0.9706 | [0.967473334999663, 0.7646563357741486] | [0.9913285644370616, 0.8145313660142023] | |
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| 0.0501 | 21.2 | 1060 | 0.0659 | 0.8735 | 0.9092 | 0.9723 | [0.9692782576787035, 0.7776627515629433] | [0.9915888259224934, 0.826863736666697] | |
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| 0.0331 | 21.6 | 1080 | 0.0656 | 0.8740 | 0.9095 | 0.9724 | [0.969431404124596, 0.7786407327387083] | [0.9916812269613265, 0.8273624148768648] | |
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| 0.0409 | 22.0 | 1100 | 0.0627 | 0.8812 | 0.9180 | 0.9739 | [0.9709853246351019, 0.791378914530232] | [0.991000449990466, 0.8449500866672821] | |
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| 0.0507 | 22.4 | 1120 | 0.0670 | 0.8712 | 0.9054 | 0.9719 | [0.96890284080009, 0.7735870738116131] | [0.992284124291412, 0.8184843823346982] | |
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| 0.055 | 22.8 | 1140 | 0.0650 | 0.8740 | 0.9106 | 0.9723 | [0.969333155377141, 0.7786920795104981] | [0.9912426461652186, 0.8299858393592993] | |
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| 0.0621 | 23.2 | 1160 | 0.0608 | 0.8851 | 0.9241 | 0.9746 | [0.97174575429152, 0.7984980757048741] | [0.9900816258157266, 0.8580698097480862] | |
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| 0.0475 | 23.6 | 1180 | 0.0648 | 0.8757 | 0.9099 | 0.9728 | [0.969923983536794, 0.781504588462575] | [0.9921419356020943, 0.8276972509632227] | |
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| 0.0719 | 24.0 | 1200 | 0.0597 | 0.8883 | 0.9290 | 0.9752 | [0.9723810750370141, 0.8042819715081054] | [0.9893649775341871, 0.8686207223877259] | |
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| 0.0432 | 24.4 | 1220 | 0.0671 | 0.8745 | 0.9111 | 0.9724 | [0.9694436234993048, 0.7795285436234692] | [0.991234693971044, 0.8309240305682591] | |
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| 0.0487 | 24.8 | 1240 | 0.0627 | 0.8794 | 0.9158 | 0.9735 | [0.9705926889014477, 0.7881517515303139] | [0.9911871536797828, 0.840397616227132] | |
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| 0.0431 | 25.2 | 1260 | 0.0703 | 0.8607 | 0.8911 | 0.9699 | [0.9668504181402485, 0.7545441416676626] | [0.9940878893787556, 0.7880988202066751] | |
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| 0.0485 | 25.6 | 1280 | 0.0686 | 0.8663 | 0.8992 | 0.9709 | [0.9678797771258784, 0.7647121997104036] | [0.992901802330235, 0.8055415047208637] | |
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| 0.0401 | 26.0 | 1300 | 0.0645 | 0.8741 | 0.9094 | 0.9724 | [0.9694702128324741, 0.7787894408819918] | [0.9917601438448201, 0.827058136646932] | |
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| 0.0358 | 26.4 | 1320 | 0.0650 | 0.8752 | 0.9080 | 0.9728 | [0.9699118666008384, 0.7804262038251969] | [0.9926968604564524, 0.823297569805197] | |
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| 0.0371 | 26.8 | 1340 | 0.0624 | 0.8794 | 0.9138 | 0.9736 | [0.9707671601979381, 0.7880723266892008] | [0.9919919675923885, 0.8355421678913648] | |
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| 0.0373 | 27.2 | 1360 | 0.0593 | 0.8905 | 0.9303 | 0.9757 | [0.972963140756407, 0.808064312770677] | [0.9896636170002007, 0.8708904559362212] | |
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| 0.0459 | 27.6 | 1380 | 0.0650 | 0.8748 | 0.9074 | 0.9727 | [0.9698368752489902, 0.7797103933881729] | [0.9927813957380043, 0.8220466481932505] | |
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| 0.0448 | 28.0 | 1400 | 0.0585 | 0.8913 | 0.9294 | 0.9760 | [0.9732524861024707, 0.8092622781494344] | [0.9902627975438784, 0.8685342501557151] | |
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| 0.0466 | 28.4 | 1420 | 0.0591 | 0.8868 | 0.9227 | 0.9751 | [0.9723752980279239, 0.8013039527210407] | [0.9912211233788112, 0.8542169191699186] | |
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| 0.046 | 28.8 | 1440 | 0.0624 | 0.8782 | 0.9129 | 0.9734 | [0.9704629995935647, 0.7859491844731833] | [0.9919060493205455, 0.8337990697408304] | |
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| 0.044 | 29.2 | 1460 | 0.0646 | 0.8738 | 0.9079 | 0.9724 | [0.9694836939653589, 0.7780494172207805] | [0.9922285453690829, 0.8235309798149104] | |
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| 0.0288 | 29.6 | 1480 | 0.0639 | 0.8745 | 0.9087 | 0.9726 | [0.9696471298812925, 0.7793704984065971] | [0.9921753866797636, 0.8252409194403881] | |
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| 0.0613 | 30.0 | 1500 | 0.0599 | 0.8839 | 0.9219 | 0.9744 | [0.9715329244431512, 0.7962728238571309] | [0.9904880520875633, 0.853244269101586] | |
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| 0.044 | 30.4 | 1520 | 0.0628 | 0.8757 | 0.9097 | 0.9729 | [0.9699453251794836, 0.7814895244296873] | [0.9922406465341312, 0.8271010476793583] | |
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| 0.0293 | 30.8 | 1540 | 0.0617 | 0.8780 | 0.9125 | 0.9733 | [0.9704425104125867, 0.7856417917220885] | [0.9919949928836506, 0.8329473507638814] | |
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| 0.0428 | 31.2 | 1560 | 0.0599 | 0.8818 | 0.9155 | 0.9742 | [0.9713541972985056, 0.7921493091394499] | [0.9921727071360743, 0.8387878023439826] | |
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| 0.0645 | 31.6 | 1580 | 0.0627 | 0.8744 | 0.9059 | 0.9727 | [0.9698458799171074, 0.7789683055241065] | [0.9932316455146946, 0.8186261187751371] | |
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| 0.0567 | 32.0 | 1600 | 0.0633 | 0.8749 | 0.9090 | 0.9727 | [0.9697435930361873, 0.7800611650843169] | [0.992193538427336, 0.8258657300792034] | |
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| 0.0285 | 32.4 | 1620 | 0.0620 | 0.8768 | 0.9115 | 0.9731 | [0.9701471869845076, 0.783517826129869] | [0.991947279718603, 0.8309766941080552] | |
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| 0.0571 | 32.8 | 1640 | 0.0601 | 0.8811 | 0.9153 | 0.9740 | [0.9711643268487495, 0.7909989321972878] | [0.9920145276215143, 0.8385108311346847] | |
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| 0.0401 | 33.2 | 1660 | 0.0642 | 0.8734 | 0.9060 | 0.9725 | [0.9695272707444462, 0.7772926276022758] | [0.9928285902816927, 0.8192216718918434] | |
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| 0.0512 | 33.6 | 1680 | 0.0663 | 0.8706 | 0.9027 | 0.9719 | [0.9689150151187212, 0.7721857742809729] | [0.9930920499321729, 0.8123090946682392] | |
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| 0.0376 | 34.0 | 1700 | 0.0628 | 0.8780 | 0.9122 | 0.9733 | [0.9704377847240172, 0.7854762211546131] | [0.9920699336700569, 0.8323290417966459] | |
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| 0.028 | 34.4 | 1720 | 0.0642 | 0.8737 | 0.9078 | 0.9724 | [0.9694875787740898, 0.7780070979332923] | [0.9922682199030628, 0.8232540086056125] | |
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| 0.0529 | 34.8 | 1740 | 0.0597 | 0.8831 | 0.9182 | 0.9744 | [0.971576972958672, 0.7947159780070965] | [0.9916307478156965, 0.8447452840125196] | |
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| 0.0405 | 35.2 | 1760 | 0.0633 | 0.8755 | 0.9079 | 0.9729 | [0.9700091754702059, 0.7809148433321386] | [0.992833430747712, 0.8230108460885294] | |
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| 0.0586 | 35.6 | 1780 | 0.0653 | 0.8714 | 0.9059 | 0.9719 | [0.9689169040586796, 0.7739549474059] | [0.9921412441069487, 0.8197053962573778] | |
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| 0.0572 | 36.0 | 1800 | 0.0628 | 0.8759 | 0.9105 | 0.9729 | [0.9699524292504794, 0.7819443592605768] | [0.9920137496894754, 0.8289169645515863] | |
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| 0.0506 | 36.4 | 1820 | 0.0599 | 0.8820 | 0.9172 | 0.9741 | [0.9712925656410623, 0.7926478079614093] | [0.9916029151360853, 0.8427128614766857] | |
|
| 0.0326 | 36.8 | 1840 | 0.0664 | 0.8692 | 0.9008 | 0.9716 | [0.9686386462229684, 0.7696646394310533] | [0.9933210212622656, 0.8083313719957401] | |
|
| 0.0332 | 37.2 | 1860 | 0.0611 | 0.8792 | 0.9132 | 0.9736 | [0.9707461298544804, 0.7876790150283312] | [0.9921293158156869, 0.8343114014613157] | |
|
| 0.0601 | 37.6 | 1880 | 0.0606 | 0.8808 | 0.9150 | 0.9739 | [0.9711010689625178, 0.7905405861230448] | [0.9920064025535533, 0.8380732686373666] | |
|
| 0.0368 | 38.0 | 1900 | 0.0640 | 0.8732 | 0.9050 | 0.9725 | [0.9695594225767187, 0.7769055994221483] | [0.9931751157865403, 0.8167887463866961] | |
|
| 0.0422 | 38.4 | 1920 | 0.0617 | 0.8774 | 0.9118 | 0.9732 | [0.9702923463415809, 0.7844662873966847] | [0.9920254186700578, 0.8315215341864394] | |
|
| 0.0432 | 38.8 | 1940 | 0.0633 | 0.8759 | 0.9104 | 0.9729 | [0.9699529639553718, 0.7819260584157408] | [0.992026369475883, 0.8288233404808376] | |
|
| 0.0586 | 39.2 | 1960 | 0.0611 | 0.8793 | 0.9135 | 0.9736 | [0.9707487378178947, 0.7878378709986136] | [0.9920483244467564, 0.834959618117818] | |
|
| 0.0352 | 39.6 | 1980 | 0.0647 | 0.8741 | 0.9070 | 0.9726 | [0.9696673702028153, 0.7785742945526019] | [0.9927034296603359, 0.8213054576331574] | |
|
| 0.0361 | 40.0 | 2000 | 0.0630 | 0.8764 | 0.9101 | 0.9730 | [0.9701097833950302, 0.782591672915463] | [0.9923145500778191, 0.8278324857320817] | |
|
| 0.0421 | 40.4 | 2020 | 0.0610 | 0.8786 | 0.9117 | 0.9735 | [0.970677588650168, 0.7865422237867158] | [0.9924901034079128, 0.8309727931051073] | |
|
| 0.0458 | 40.8 | 2040 | 0.0625 | 0.8759 | 0.9084 | 0.9730 | [0.9701118739649276, 0.7817402653153365] | [0.9928041286409164, 0.8240530640427653] | |
|
| 0.0414 | 41.2 | 2060 | 0.0619 | 0.8781 | 0.9117 | 0.9734 | [0.9705327749561811, 0.7857585839593991] | [0.9923163652525764, 0.831171744255448] | |
|
| 0.05 | 41.6 | 2080 | 0.0605 | 0.8803 | 0.9136 | 0.9739 | [0.9710563114216053, 0.7895525940174909] | [0.9923900094855846, 0.8347476636243178] | |
|
| 0.0306 | 42.0 | 2100 | 0.0601 | 0.8816 | 0.9169 | 0.9740 | [0.9712027944676178, 0.792013158538375] | [0.9915832939613285, 0.8421550180551419] | |
|
| 0.0523 | 42.4 | 2120 | 0.0613 | 0.8790 | 0.9123 | 0.9736 | [0.9707498261404447, 0.7872513405027708] | [0.9923932940875263, 0.8322952331044311] | |
|
| 0.0347 | 42.8 | 2140 | 0.0591 | 0.8831 | 0.9180 | 0.9744 | [0.9715892664031848, 0.7947023514847699] | [0.9916940196215205, 0.8443525830491019] | |
|
| 0.0433 | 43.2 | 2160 | 0.0607 | 0.8802 | 0.9135 | 0.9739 | [0.9710164270074672, 0.7893017221767921] | [0.9923620903690803, 0.8346481880491474] | |
|
| 0.0408 | 43.6 | 2180 | 0.0595 | 0.8826 | 0.9176 | 0.9743 | [0.9714433752474874, 0.7937025271738631] | [0.9916428489807448, 0.8435957884772175] | |
|
| 0.0318 | 44.0 | 2200 | 0.0626 | 0.8772 | 0.9107 | 0.9732 | [0.970326566740187, 0.7840985118681589] | [0.9923819708545168, 0.8290287933027581] | |
|
| 0.048 | 44.4 | 2220 | 0.0598 | 0.8812 | 0.9156 | 0.9740 | [0.9711679522425044, 0.7911830955700955] | [0.9919216943982151, 0.8392585233663575] | |
|
| 0.0332 | 44.8 | 2240 | 0.0612 | 0.8785 | 0.9111 | 0.9736 | [0.9707002963862882, 0.7863211248436672] | [0.9927155308253842, 0.8294058902543844] | |
|
| 0.0609 | 45.2 | 2260 | 0.0597 | 0.8811 | 0.9152 | 0.9740 | [0.9711846631400414, 0.7910596755855982] | [0.992068291369086, 0.8382553154416] | |
|
| 0.0351 | 45.6 | 2280 | 0.0610 | 0.8785 | 0.9113 | 0.9735 | [0.9706826467363787, 0.7863583642701348] | [0.9926178571360657, 0.830022898887304] | |
|
| 0.0444 | 46.0 | 2300 | 0.0592 | 0.8825 | 0.9168 | 0.9743 | [0.9714948390728185, 0.7935759738110126] | [0.9919480576506418, 0.8416394354988668] | |
|
| 0.0508 | 46.4 | 2320 | 0.0607 | 0.8794 | 0.9122 | 0.9737 | [0.9708919841673713, 0.7879353992275995] | [0.9926144860972308, 0.8317074819936205] | |
|
| 0.038 | 46.8 | 2340 | 0.0601 | 0.8816 | 0.9159 | 0.9741 | [0.9712634066834908, 0.7918441714173262] | [0.9919517744370495, 0.8397806075942125] | |
|
| 0.035 | 47.2 | 2360 | 0.0606 | 0.8800 | 0.9134 | 0.9738 | [0.9709804766649791, 0.7890313829990002] | [0.992362781864226, 0.83435821349669] | |
|
| 0.033 | 47.6 | 2380 | 0.0607 | 0.8800 | 0.9134 | 0.9738 | [0.9709604358552277, 0.7889657724192867] | [0.9923135128351007, 0.8345812208318759] | |
|
| 0.0411 | 48.0 | 2400 | 0.0614 | 0.8779 | 0.9107 | 0.9734 | [0.9705508928119433, 0.7853294217376947] | [0.9926405900389779, 0.8288025351317824] | |
|
| 0.0378 | 48.4 | 2420 | 0.0596 | 0.8816 | 0.9162 | 0.9741 | [0.9712621476572101, 0.7919987894404409] | [0.9918544464953037, 0.8405243988229374] | |
|
| 0.0376 | 48.8 | 2440 | 0.0596 | 0.8816 | 0.9160 | 0.9741 | [0.9712701752402172, 0.7919569993962999] | [0.991914779446759, 0.8401206450178341] | |
|
| 0.0405 | 49.2 | 2460 | 0.0599 | 0.8808 | 0.9148 | 0.9739 | [0.9711090571855628, 0.7904560916024725] | [0.9920912835826778, 0.8374790158549763] | |
|
| 0.0357 | 49.6 | 2480 | 0.0601 | 0.8805 | 0.9142 | 0.9739 | [0.9710507537711823, 0.7898657116838633] | [0.9921822151943266, 0.8363132661407248] | |
|
| 0.0508 | 50.0 | 2500 | 0.0615 | 0.8781 | 0.9110 | 0.9734 | [0.9705763603242805, 0.7855978863350824] | [0.9925963343496583, 0.8293473752101665] | |
|
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### Framework versions |
|
|
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- Transformers 4.35.2 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.15.0 |
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- Tokenizers 0.15.0 |
