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PiGrieco/OpenSesame

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README.md CHANGED
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  # OpenSesame
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- This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the dataset you can find [here](https://www.researchgate.net/publication/372788974_Purchase_Intention_and_Sentiment_Analysis_on_Twitter_Related_to_Social_Commerce).
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8549
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- - Accuracy: 0.7910
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- - F1: 0.6692
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Training procedure
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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- | 0.6808 | 1.0 | 158 | 0.6407 | 0.7078 | 0.0 |
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- | 0.2747 | 2.0 | 316 | 0.8907 | 0.7553 | 0.5796 |
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- | 0.0794 | 3.0 | 474 | 0.8729 | 0.7767 | 0.6713 |
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- | 0.158 | 4.0 | 632 | 0.8549 | 0.7910 | 0.6692 |
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  ### Framework versions
 
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  # OpenSesame
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+ This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2134
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+ - Accuracy: 0.9469
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+ - F1: 0.9574
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+
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+ ## Model description
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+ More information needed
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+ ## Intended uses & limitations
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+ More information needed
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+ ## Training and evaluation data
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+ More information needed
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  ## Training procedure
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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+ | 0.6007 | 1.0 | 85 | 0.5717 | 0.6681 | 0.6753 |
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+ | 0.7874 | 2.0 | 170 | 0.9614 | 0.7080 | 0.8081 |
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+ | 0.3041 | 3.0 | 255 | 0.2079 | 0.9381 | 0.9504 |
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+ | 0.2707 | 4.0 | 340 | 0.2134 | 0.9469 | 0.9574 |
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  ### Framework versions
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