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update model card README.md
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README.md
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: t5-small_crows_pairs_finetuned
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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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# t5-small_crows_pairs_finetuned
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 30
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### Framework versions
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- Transformers 4.26.1
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license: apache-2.0
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tags:
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- generated_from_trainer
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datasets:
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- crows_pairs
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metrics:
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- accuracy
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model-index:
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- name: t5-small_crows_pairs_finetuned
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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dataset:
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name: crows_pairs
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type: crows_pairs
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config: crows_pairs
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split: test
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args: crows_pairs
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.6390728476821192
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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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# t5-small_crows_pairs_finetuned
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the crows_pairs dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7111
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- Accuracy: 0.6391
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- Tp: 0.4934
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- Tn: 0.1457
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- Fp: 0.3510
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- Fn: 0.0099
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 30
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Tp | Tn | Fp | Fn |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:------:|:------:|
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| 0.6595 | 1.05 | 20 | 0.3672 | 0.5033 | 0.5033 | 0.0 | 0.4967 | 0.0 |
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| 0.4048 | 2.11 | 40 | 0.3723 | 0.5033 | 0.5033 | 0.0 | 0.4967 | 0.0 |
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| 0.3397 | 3.16 | 60 | 0.3397 | 0.5033 | 0.5033 | 0.0 | 0.4967 | 0.0 |
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| 0.3215 | 4.21 | 80 | 0.3227 | 0.5132 | 0.5033 | 0.0099 | 0.4868 | 0.0 |
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| 0.3078 | 5.26 | 100 | 0.3381 | 0.6060 | 0.5033 | 0.1026 | 0.3940 | 0.0 |
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| 0.2258 | 6.32 | 120 | 0.3012 | 0.5629 | 0.5 | 0.0629 | 0.4338 | 0.0033 |
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| 0.2099 | 7.37 | 140 | 0.3018 | 0.5894 | 0.5 | 0.0894 | 0.4073 | 0.0033 |
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| 0.1531 | 8.42 | 160 | 0.3379 | 0.5464 | 0.5033 | 0.0430 | 0.4536 | 0.0 |
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| 0.129 | 9.47 | 180 | 0.3602 | 0.5993 | 0.5 | 0.0993 | 0.3974 | 0.0033 |
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| 0.0956 | 10.53 | 200 | 0.3846 | 0.5762 | 0.5 | 0.0762 | 0.4205 | 0.0033 |
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| 0.0736 | 11.58 | 220 | 0.4245 | 0.5695 | 0.5033 | 0.0662 | 0.4305 | 0.0 |
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| 0.0474 | 12.63 | 240 | 0.4938 | 0.5695 | 0.5033 | 0.0662 | 0.4305 | 0.0 |
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| 0.0369 | 13.68 | 260 | 0.5201 | 0.5960 | 0.5 | 0.0960 | 0.4007 | 0.0033 |
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| 0.0323 | 14.74 | 280 | 0.5559 | 0.5993 | 0.4934 | 0.1060 | 0.3907 | 0.0099 |
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| 0.0267 | 15.79 | 300 | 0.5965 | 0.5894 | 0.5 | 0.0894 | 0.4073 | 0.0033 |
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| 0.026 | 16.84 | 320 | 0.6052 | 0.5960 | 0.4967 | 0.0993 | 0.3974 | 0.0066 |
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| 0.0194 | 17.89 | 340 | 0.6144 | 0.6126 | 0.4934 | 0.1192 | 0.3775 | 0.0099 |
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| 0.0242 | 18.95 | 360 | 0.6286 | 0.6126 | 0.4934 | 0.1192 | 0.3775 | 0.0099 |
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| 0.0274 | 20.0 | 380 | 0.6313 | 0.6325 | 0.4901 | 0.1424 | 0.3543 | 0.0132 |
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| 0.0151 | 21.05 | 400 | 0.6685 | 0.6192 | 0.4934 | 0.1258 | 0.3709 | 0.0099 |
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| 0.0131 | 22.11 | 420 | 0.6815 | 0.6258 | 0.4934 | 0.1325 | 0.3642 | 0.0099 |
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| 0.0095 | 23.16 | 440 | 0.6961 | 0.6192 | 0.4967 | 0.1225 | 0.3742 | 0.0066 |
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| 0.0064 | 24.21 | 460 | 0.6980 | 0.6325 | 0.4934 | 0.1391 | 0.3576 | 0.0099 |
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| 0.0103 | 25.26 | 480 | 0.7117 | 0.6192 | 0.4934 | 0.1258 | 0.3709 | 0.0099 |
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| 0.0083 | 26.32 | 500 | 0.7096 | 0.6258 | 0.4934 | 0.1325 | 0.3642 | 0.0099 |
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| 0.0079 | 27.37 | 520 | 0.7198 | 0.6258 | 0.4934 | 0.1325 | 0.3642 | 0.0099 |
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| 0.01 | 28.42 | 540 | 0.7210 | 0.6258 | 0.4934 | 0.1325 | 0.3642 | 0.0099 |
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| 0.011 | 29.47 | 560 | 0.7111 | 0.6391 | 0.4934 | 0.1457 | 0.3510 | 0.0099 |
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### Framework versions
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- Transformers 4.26.1
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