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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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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: bert-large-uncased_crows_pairs_classifieronly
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results:
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- task:
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name: Text Classification
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type: text-classification
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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: 0.5066225165562914
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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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# bert-large-uncased_crows_pairs_classifieronly
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This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on
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It achieves the following results on the evaluation set:
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- Loss: 0.6929
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- Accuracy: 0.5066
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- Tp: 0.0033
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- Tn: 0.5033
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- Fp: 0.0
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- Fn: 0.4934
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## Model description
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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 | Accuracy | Tp | Tn | Fp | Fn |
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| 0.7251 | 1.05 | 20 | 0.6967 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6924 | 2.11 | 40 | 0.6943 | 0.4967 | 0.4967 | 0.0 | 0.5033 | 0.0 |
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| 0.7024 | 3.16 | 60 | 0.6942 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7141 | 4.21 | 80 | 0.6935 | 0.5 | 0.4967 | 0.0033 | 0.5 | 0.0 |
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| 0.7094 | 5.26 | 100 | 0.6949 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6905 | 6.32 | 120 | 0.6943 | 0.4967 | 0.4967 | 0.0 | 0.5033 | 0.0 |
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| 0.712 | 7.37 | 140 | 0.6943 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7082 | 8.42 | 160 | 0.6934 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.704 | 9.47 | 180 | 0.6932 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7076 | 10.53 | 200 | 0.6933 | 0.5 | 0.4868 | 0.0132 | 0.4901 | 0.0099 |
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| 0.7023 | 11.58 | 220 | 0.6953 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7105 | 12.63 | 240 | 0.6950 | 0.4967 | 0.4967 | 0.0 | 0.5033 | 0.0 |
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| 0.7026 | 13.68 | 260 | 0.6931 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6951 | 14.74 | 280 | 0.6933 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7038 | 15.79 | 300 | 0.6932 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7088 | 16.84 | 320 | 0.6931 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7138 | 17.89 | 340 | 0.6931 | 0.5 | 0.4669 | 0.0331 | 0.4702 | 0.0298 |
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| 0.7096 | 18.95 | 360 | 0.6931 | 0.5033 | 0.4603 | 0.0430 | 0.4603 | 0.0364 |
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| 0.7008 | 20.0 | 380 | 0.6932 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7027 | 21.05 | 400 | 0.6931 | 0.5033 | 0.4603 | 0.0430 | 0.4603 | 0.0364 |
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| 0.7105 | 22.11 | 420 | 0.6932 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7014 | 23.16 | 440 | 0.6934 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7023 | 24.21 | 460 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.703 | 25.26 | 480 | 0.6930 | 0.5033 | 0.3344 | 0.1689 | 0.3344 | 0.1623 |
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| 0.6977 | 26.32 | 500 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6954 | 27.37 | 520 | 0.6931 | 0.5 | 0.4669 | 0.0331 | 0.4702 | 0.0298 |
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| 0.6972 | 28.42 | 540 | 0.6936 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6977 | 29.47 | 560 | 0.6929 | 0.4768 | 0.2285 | 0.2483 | 0.2550 | 0.2682 |
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| 0.6969 | 30.53 | 580 | 0.6929 | 0.5 | 0.2682 | 0.2318 | 0.2715 | 0.2285 |
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| 0.7099 | 31.58 | 600 | 0.6931 | 0.5 | 0.4735 | 0.0265 | 0.4768 | 0.0232 |
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| 0.7042 | 32.63 | 620 | 0.6929 | 0.4801 | 0.2351 | 0.2450 | 0.2583 | 0.2616 |
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| 0.6967 | 33.68 | 640 | 0.6929 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7016 | 34.74 | 660 | 0.6932 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.698 | 35.79 | 680 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6985 | 36.84 | 700 | 0.6935 | 0.4934 | 0.4834 | 0.0099 | 0.4934 | 0.0132 |
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| 0.7153 | 37.89 | 720 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.705 | 38.95 | 740 | 0.6929 | 0.4967 | 0.3874 | 0.1093 | 0.3940 | 0.1093 |
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| 0.6968 | 40.0 | 760 | 0.6929 | 0.4967 | 0.2616 | 0.2351 | 0.2682 | 0.2351 |
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| 0.7041 | 41.05 | 780 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7042 | 42.11 | 800 | 0.6930 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7005 | 43.16 | 820 | 0.6929 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7029 | 44.21 | 840 | 0.6933 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6929 | 45.26 | 860 | 0.6931 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.6981 | 46.32 | 880 | 0.6929 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7036 | 47.37 | 900 | 0.6929 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.698 | 48.42 | 920 | 0.6929 | 0.5033 | 0.0 | 0.5033 | 0.0 | 0.4967 |
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| 0.7119 | 49.47 | 940 | 0.6929 | 0.5066 | 0.0033 | 0.5033 | 0.0 | 0.4934 |
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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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model-index:
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- name: bert-large-uncased_crows_pairs_classifieronly
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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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# bert-large-uncased_crows_pairs_classifieronly
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This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 50
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### Framework versions
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- Transformers 4.26.1
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