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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: distilbert-base-uncased-finetuned-emotion
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results: []
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# distilbert-base-uncased-finetuned-emotion
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-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: 2
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### Framework versions
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- Transformers 4.18.0
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- Pytorch 1.10.0+cu111
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- Tokenizers 0.
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license: apache-2.0
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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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- f1
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model-index:
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- name: distilbert-base-uncased-finetuned-emotion
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results: []
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# distilbert-base-uncased-finetuned-emotion
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2218
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- Accuracy: 0.9205
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- F1: 0.9208
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 2
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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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| 0.8262 | 1.0 | 250 | 0.3223 | 0.9005 | 0.8971 |
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| 0.2474 | 2.0 | 500 | 0.2218 | 0.9205 | 0.9208 |
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### Framework versions
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- Transformers 4.18.0
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- Pytorch 1.10.0+cu111
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- Tokenizers 0.12.1
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