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README.md
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@@ -7,8 +7,12 @@ metrics:
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- accuracy
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- f1
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model-index:
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- name: financial-twhin-bert-large-3labels
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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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@@ -50,26 +54,10 @@ The following hyperparameters were used during training:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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| 0.8622 | 0.15 | 100 | 0.6806 | 0.7442 | 0.6936 |
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| 0.7005 | 0.3 | 200 | 0.5887 | 0.7731 | 0.7317 |
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| 0.5556 | 0.46 | 300 | 0.4472 | 0.8242 | 0.8328 |
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| 0.462 | 0.61 | 400 | 0.4188 | 0.8509 | 0.8546 |
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| 0.4282 | 0.76 | 500 | 0.3870 | 0.8444 | 0.8498 |
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| 0.4109 | 0.91 | 600 | 0.3031 | 0.8818 | 0.8813 |
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| 0.3524 | 1.06 | 700 | 0.3483 | 0.8876 | 0.8859 |
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| 0.2896 | 1.21 | 800 | 0.3430 | 0.8725 | 0.8757 |
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| 0.2731 | 1.37 | 900 | 0.3743 | 0.8602 | 0.8659 |
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| 0.2598 | 1.52 | 1000 | 0.3246 | 0.8905 | 0.8917 |
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| 0.2954 | 1.67 | 1100 | 0.2988 | 0.8927 | 0.8942 |
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| 0.2456 | 1.82 | 1200 | 0.2981 | 0.8912 | 0.8930 |
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| 0.2428 | 1.97 | 1300 | 0.2959 | 0.8934 | 0.8943 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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- accuracy
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- f1
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model-index:
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- name: financial-twhin-bert-large-3labels
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results: []
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datasets:
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- zeroshot/twitter-financial-news-sentiment
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language:
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- en
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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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### Training results
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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