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README.md
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base_model: cardiffnlp/twitter-roberta-base-sentiment
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tags:
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- generated_from_trainer
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model-index:
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- name: test_trainer
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results: []
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# test_trainer
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This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Framework versions
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- Transformers 4.31.0
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base_model: cardiffnlp/twitter-roberta-base-sentiment
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: test_trainer
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results: []
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# test_trainer
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This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6861
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- Accuracy: 0.714
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.8144 | 0.5 | 500 | 0.7865 | 0.7165 |
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| 0.7546 | 1.0 | 1000 | 0.7388 | 0.7045 |
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| 0.7549 | 1.5 | 1500 | 0.7202 | 0.715 |
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| 0.7124 | 2.0 | 2000 | 0.6834 | 0.7145 |
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| 0.689 | 2.5 | 2500 | 0.7048 | 0.712 |
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| 0.6924 | 3.0 | 3000 | 0.6861 | 0.714 |
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### Framework versions
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- Transformers 4.31.0
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