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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_HBRPOI
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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_HBRPOI
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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: 10
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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_HBRPOI
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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: 0.6490066225165563
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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_HBRPOI
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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: 0.3485
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- Accuracy: 0.6490
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- Tp: 0.4934
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- Tn: 0.1556
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- Fp: 0.3411
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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: 10
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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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| 0.4336 | 1.05 | 20 | 0.3559 | 0.5033 | 0.5033 | 0.0 | 0.4967 | 0.0 |
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| 0.3726 | 2.11 | 40 | 0.3608 | 0.5033 | 0.5033 | 0.0 | 0.4967 | 0.0 |
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| 0.317 | 3.16 | 60 | 0.3112 | 0.5099 | 0.5033 | 0.0066 | 0.4901 | 0.0 |
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| 0.259 | 4.21 | 80 | 0.2822 | 0.5662 | 0.5 | 0.0662 | 0.4305 | 0.0033 |
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| 0.2439 | 5.26 | 100 | 0.3249 | 0.7119 | 0.4934 | 0.2185 | 0.2781 | 0.0099 |
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| 0.1824 | 6.32 | 120 | 0.3082 | 0.6093 | 0.4934 | 0.1159 | 0.3808 | 0.0099 |
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| 0.1549 | 7.37 | 140 | 0.3217 | 0.5960 | 0.4967 | 0.0993 | 0.3974 | 0.0066 |
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| 0.1312 | 8.42 | 160 | 0.3365 | 0.6325 | 0.4934 | 0.1391 | 0.3576 | 0.0099 |
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| 0.1158 | 9.47 | 180 | 0.3485 | 0.6490 | 0.4934 | 0.1556 | 0.3411 | 0.0099 |
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### Framework versions
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- Transformers 4.26.1
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