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@@ -76,10 +76,10 @@ RoBERTa_poem_sentiment was trained on the [poem_sentiment](https://huggingface.c
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  ##### Validation results on the augmented dataset
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  | Epoch | Training Loss | Validation Loss | Accuracy | F1 |
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- |-------|---------------|-----------------|---------------------|
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  | 1 | 1.365169 | 1.168057 | 0.661157 | 0.628737 |
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  | 2 | 0.860945 | 0.869521 | 0.694214 | 0.717916 |
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- | 3 | 0.570005 | 0.643639 | 0.776859 | 0.790842 |
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  | 4 | 0.355776 | 0.681563 | 0.768595 | 0.776540 |
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  | 5 | 0.252919 | 0.585692 | 0.834710 | 0.841590 |
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  | 6 | 0.156633 | 0.542949 | 0.809917 | 0.815361 |
@@ -87,7 +87,6 @@ RoBERTa_poem_sentiment was trained on the [poem_sentiment](https://huggingface.c
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  | 8 | 0.049480 | 0.583749 | 0.884297 | 0.881360 |
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  ### How to Use the Model
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  Here is how to predict the sentiment of a poem verse using this model:
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  ##### Validation results on the augmented dataset
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  | Epoch | Training Loss | Validation Loss | Accuracy | F1 |
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+ |-------|---------------|-----------------|----------|----------|
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  | 1 | 1.365169 | 1.168057 | 0.661157 | 0.628737 |
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  | 2 | 0.860945 | 0.869521 | 0.694214 | 0.717916 |
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+ | 3 | 0.570005 | 0.637439 | 0.776859 | 0.790842 |
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  | 4 | 0.355776 | 0.681563 | 0.768595 | 0.776540 |
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  | 5 | 0.252919 | 0.585692 | 0.834710 | 0.841590 |
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  | 6 | 0.156633 | 0.542949 | 0.809917 | 0.815361 |
 
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  | 8 | 0.049480 | 0.583749 | 0.884297 | 0.881360 |
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  ### How to Use the Model
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  Here is how to predict the sentiment of a poem verse using this model:
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